Topic: "generalization"
jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Language: Python - Size: 35.4 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 13,779 - Forks: 3,835
SinclairCoder/Instruction-Tuning-Papers
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
Size: 127 KB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 766 - Forks: 24
EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
Size: 1.45 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 357 - Forks: 16
adapt-python/adapt
Awesome Domain Adaptation Python Toolbox
Language: Python - Size: 57.8 MB - Last synced at: 7 days ago - Pushed at: 6 months ago - Stars: 328 - Forks: 47
twni2016/pomdp-baselines
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
Language: Python - Size: 6.34 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 287 - Forks: 41
QingyongHu/SpinNet
[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
Language: Python - Size: 10 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 284 - Forks: 35
zorazrw/agent-workflow-memory
AWM: Agent Workflow Memory
Language: Python - Size: 1.28 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 256 - Forks: 26
CHAOZHAO-1/DG-PHM
This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测)
Size: 4.25 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 254 - Forks: 32
modestyachts/ImageNetV2
A new test set for ImageNet
Language: Jupyter Notebook - Size: 120 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 224 - Forks: 21
modestyachts/CIFAR-10.1
Release of CIFAR-10.1, a new test set for CIFAR-10.
Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 221 - Forks: 19
huangwl18/modular-rl
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
Language: Jupyter Notebook - Size: 4.26 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 220 - Forks: 34
rr-learning/CausalWorld
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
Language: Python - Size: 178 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 217 - Forks: 25
ShengcaiLiao/QAConv
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
Language: Python - Size: 5.42 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 188 - Forks: 30
mbchang/dynamics
A Compositional Object-Based Approach to Learning Physical Dynamics
Language: Lua - Size: 349 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 168 - Forks: 17
automl/CARL
Benchmarking RL generalization in an interpretable way.
Language: Python - Size: 97.8 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 153 - Forks: 13
masala/masala-parser
Javascript Generalized Parser Combinators
Language: JavaScript - Size: 2.1 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 148 - Forks: 11
decisionforce/pgdrive
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
Language: Python - Size: 75.4 MB - Last synced at: 12 days ago - Pushed at: almost 3 years ago - Stars: 128 - Forks: 16
LayneH/self-adaptive-training
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
Language: Python - Size: 91.8 KB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 127 - Forks: 23
liangchen527/SLADD
Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)
Language: Python - Size: 298 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 125 - Forks: 15
rehg-lab/3DShapeGen
Code for 3D Reconstruction of Novel Object Shapes from Single Images paper
Language: Python - Size: 59.4 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 116 - Forks: 19
weitianxin/awesome-distribution-shift
A curated list of papers and resources about the distribution shift in machine learning.
Size: 593 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 114 - Forks: 9
dido1998/Recurrent-Independent-Mechanisms
Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)
Language: Python - Size: 22.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 93 - Forks: 24
FranxYao/Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
Language: Jupyter Notebook - Size: 5.94 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 88 - Forks: 3
Wuyxin/DIR-GNN
Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)
Language: Python - Size: 6.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 86 - Forks: 14
harsh306/awesome-nn-optimization
Awesome list for Neural Network Optimization methods.
Size: 202 KB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 79 - Forks: 11
HighwayWu/DeepFakeDefenders
A prize winning solution for Multimedia Deepfake Detection competition.
Language: Python - Size: 2.98 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 68 - Forks: 5
RobertCsordas/transformer_generalization
The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.
Language: Python - Size: 85 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 66 - Forks: 13
CHAOZHAO-1/Domain-generalization-fault-diagnosis-benchmark
This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）
Language: Python - Size: 90.8 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 64 - Forks: 6
tml-epfl/llm-past-tense
Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]
Language: Python - Size: 1.06 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 60 - Forks: 8
seawee1/driver-dojo
A benchmark towards generalizable reinforcement learning for autonomous driving.
Language: Python - Size: 60.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 7
addtt/object-centric-library
Library for the training and evaluation of object-centric models (ICML 2022)
Language: Python - Size: 11.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 60 - Forks: 2
sayakpaul/Sharpness-Aware-Minimization-TensorFlow
Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.
Language: Jupyter Notebook - Size: 225 KB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 60 - Forks: 12
nishiwen1214/DropAttack
Code of paper: "DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks"
Language: Jupyter Notebook - Size: 51.8 MB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 59 - Forks: 11
HighwayWu/LASTED
Synthetic Image Detection
Language: Python - Size: 17.3 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 54 - Forks: 2
liupei101/PseMix
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
Language: Python - Size: 43.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 53 - Forks: 4
varungohil/Generalizing-Lottery-Tickets
This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"
Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 49 - Forks: 9
bneyshabur/over-parametrization
Computing various norms/measures on over-parametrized neural networks
Language: Python - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 48 - Forks: 9
RobertCsordas/modules
The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.
Language: Python - Size: 126 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 9
Shiweiliuiiiiiii/In-Time-Over-Parameterization
[ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, Decebal Constantin Mocanu, Mykola Pechenizkiy
Language: Python - Size: 245 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 45 - Forks: 6
lechmazur/generalization
Thematic Generalization Benchmark: measures how effectively various LLMs can infer a narrow or specific "theme" (category/rule) from a small set of examples and anti-examples, then detect which item truly fits that theme among a collection of misleading candidates.
Size: 23.7 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 44 - Forks: 1
kristijanbartol/general-3d-humans
[CVPR 2022 Oral] Generalizable Human Pose Triangulation
Language: Python - Size: 2.58 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 42 - Forks: 1
VITA-Group/Sparsity-Win-Robust-Generalization
[ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun Wang*, Santosh Balachandra*, Haoyu Ma*, Zehao Wang, Zhangyang Wang
Language: Python - Size: 1.02 MB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 39 - Forks: 2
liyu95/NN_decision_boundary
On the decision boundary of deep neural networks
Language: Jupyter Notebook - Size: 76.7 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 38 - Forks: 4
Wang-ML-Lab/unified-continual-learning
[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
Language: Python - Size: 4.17 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 37 - Forks: 6
hrayrhar/limit-label-memorization
Improving generalization by controlling label-noise information in neural network weights.
Language: Jupyter Notebook - Size: 28.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 8
mit-wu-lab/IntersectionZoo
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 35 - Forks: 2
jaromiru/NASimEmu
Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be deployed in the emulation.
Language: Python - Size: 270 KB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 35 - Forks: 10
lsh0520/RGCL
Ratioanle-aware Graph Contrastive Learning codebase
Language: Python - Size: 7.19 MB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 2
parthnatekar/pgdl
Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning
Language: Python - Size: 75.2 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 35 - Forks: 2
Wuyxin/DISC
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
Language: Python - Size: 294 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 32 - Forks: 5
RobertCsordas/ndr
The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".
Language: Python - Size: 129 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 32 - Forks: 7
Simon4Yan/Meta-set
Automatic model evaluation (AutoEval) in CVPR'21&TPAMI'22
Language: Python - Size: 41 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 4
RoyalSkye/Routing-MVMoE
[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"
Language: Python - Size: 379 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 30 - Forks: 3
snap-stanford/zeroc
ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains
Language: Jupyter Notebook - Size: 6.36 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 30 - Forks: 4
IGNF/CartAGen
CartAGen is a plugin for GeOxygene dedicated to cartographic generalisation
Language: Java - Size: 156 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 29 - Forks: 7
EzgiKorkmaz/generalization-reinforcement-learning
A Survey Analyzing Generalization in Deep Reinforcement Learning
Size: 5.86 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 29 - Forks: 0
jameszhou-gl/gpt-4v-distribution-shift
Code for "How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation"
Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 2
zjunlp/DiagnoseRE
Source code and dataset for the CCKS2021 paper "On Robustness and Bias Analysis of BERT-based Relation Extraction"
Language: Python - Size: 13.3 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 28 - Forks: 6
VITA-Group/TEGNAS
"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang
Language: Python - Size: 250 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 4
yuanyige/tea
[CVPR 2024] TEA: Test-time Energy Adaptation
Language: Python - Size: 553 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 25 - Forks: 0
YyzHarry/shortcut-ood-fairness
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
Language: Python - Size: 67.4 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 23 - Forks: 2
tml-epfl/understanding-sam
Towards Understanding Sharpness-Aware Minimization [ICML 2022]
Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 3
cliang1453/SAGE
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022)
Language: Python - Size: 1000 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 2
Confusezius/Characterizing_Generalization_in_DeepMetricLearning
Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.
Language: Python - Size: 9.31 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 1
implus/RecursiveMix-pytorch
Official Codes and Pretrained Models for RecursiveMix
Language: Python - Size: 1.24 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 1
Genie-Kim/PintheMemory
Pin the Memory (CVPR 2022): Official Project Webpage
Language: Python - Size: 16.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 0
mmrl/disent-and-gen
Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).
Language: Jupyter Notebook - Size: 815 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 0
Wuyxin/GraphMETRO
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts (NeurIPS 2024)
Language: Python - Size: 36.1 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 21 - Forks: 1
VITA-Group/CV_A-FAN
[TMLR] "Adversarial Feature Augmentation and Normalization for Visual Recognition", Tianlong Chen, Yu Cheng, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zhangyang Wang, Jingjing Liu
Language: Python - Size: 4.63 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 2
tml-epfl/sgd-sparse-features
SGD with large step sizes learns sparse features [arXiv, Oct 2022]
Language: Jupyter Notebook - Size: 9.19 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 4
ethancaballero/paper-notes
ML/DL/RL paper notes
Size: 22.5 KB - Last synced at: 18 days ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 3
yl3800/IGV
This repo contains code for Invariant Grounding for Video Question Answering
Language: Python - Size: 706 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 2
mingzhang-yin/Meta-learning-without-memorization
A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can prevent it. (ICLR 2020)
Language: Jupyter Notebook - Size: 162 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 1
nikitadurasov/torch-ttt
A modular and easy-to-use framework for Test-Time Training (TTT) and Test-Time Adaptation (TTA) in Pytorch, making your networks more generalizable with minimal effort ✨
Language: Python - Size: 2.82 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 18 - Forks: 0
nis-research/nn-frequency-shortcuts
Frequency Shortcuts in Neural Networks
Language: Python - Size: 365 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 18 - Forks: 1
liziniu/GEM
Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)
Language: Python - Size: 279 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 17 - Forks: 0
TsingZ0/GPFL
ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning
Language: Python - Size: 21.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 17 - Forks: 1
HeliosZhao/SHADE-VisualDG
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization
Language: Python - Size: 7.81 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 0
DavidBoja/greedy-grid-search
[BMVC 2022 workshop] Greedy Grid Search: A 3D Registration Baseline
Language: Python - Size: 5.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 15 - Forks: 0
RoyalSkye/Routing-CNF
[NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"
Language: Python - Size: 766 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 15 - Forks: 0
bneyshabur/path-sgd
Path-SGD: Path-Normalized Optimization in Deep Neural Networks
Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 5
mazurowski-lab/intrinsic-properties
[ICLR 2024] Easy tools for measuring the label sharpness and intrinsic dimension of datasets and learned representations, which relate to model generalization and robustness.
Language: Python - Size: 3.36 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 14 - Forks: 2
BatsResearch/cross-lingual-detox
Code for "Preference Tuning For Toxicity Mitigation Generalizes Across Languages"
Language: Jupyter Notebook - Size: 309 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 14 - Forks: 0
cliang1453/super-structured-lottery-tickets
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
Language: Python - Size: 683 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 1
chenpf1025/SLN
ICLR 2021: Noise against noise: stochastic label noise helps combat inherent label noise
Language: Python - Size: 14.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 2
rudymatela/extrapolate
generalize counter-examples of property-based testing
Language: Haskell - Size: 523 KB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 13 - Forks: 0
mingzhang-yin/CoCo
An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages the invariance of causality over multiple environments.
Language: Python - Size: 269 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 13 - Forks: 3
ZFancy/Unleashing-Mask
[ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"
Language: Python - Size: 33.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1
ShengcaiLiao/TransMatcher
[NeurIPS 2021] TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification
Language: Python - Size: 5.28 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2
yuanyige/pde-add
[AAAI 2024] PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
Language: Python - Size: 160 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 1
roatienza/agmax
PyTorch code of my WACV 2022 paper Improving Model Generalization by Agreement of Learned Representations from Data Augmentation
Language: Python - Size: 873 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 2
nishiwen1214/AT_Papers
Must-read papers on Adversarial training for neural networks！
Size: 93.8 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 1
msakarvadia/memorization
Localizing Memorized Sequences in Language Models
Language: Jupyter Notebook - Size: 3.12 GB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 11 - Forks: 1
irom-princeton/PAC-Imitation
Code for Generalization Guarantees for (Multi-Modal) Imitation Learning
Language: Python - Size: 3.77 MB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 0
thu-media/FedCL
The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).
Language: Python - Size: 232 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 1
MaxwellYaoNi/PACE
[NeurIPS 2024 Spotlight] Official implementation for "PACE: marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization"
Language: Python - Size: 172 KB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 0
DavidBoja/FPv1
[BMVC 2022 workshop] 3D registration benchmark dataset FAUST-partial
Language: Python - Size: 1.09 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 0
mlbio-epfl/hume
[NeurIPS 2023 Spotlight] The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning
Language: Python - Size: 250 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0
RoyalSkye/Omni-VRP
[ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"
Language: Python - Size: 515 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0
VITA-Group/LTH-Pass
[TMLR] "Can You Win Everything with Lottery Ticket?" by Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang
Language: Python - Size: 8.54 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2