tmlr-group/landscape-of-thoughts

[ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"

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tmlr-group/Co-Reward Fork of resistzzz/Co-Reward

[arXiv:2508.00410] "Co-Reward: Self-supervised Reinforcement Learning for Large Language Model Reasoning via Contrastive Agreement"

Language: Python - Size: 10 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 32 - Forks: 0

tmlr-group/CausalCOAT Fork of LFhase/CausalCOAT

[NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"

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tmlr-group/NoisyRationales

[NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

Language: Python - Size: 348 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 35 - Forks: 2

tmlr-group/ECON

[ICML 2025] "From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium"

Language: Python - Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

tmlr-group/AR-Bench

[ICML 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"

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tmlr-group/GRU

Language: Python - Size: 24.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

tmlr-group/BiDO_plus

[TPAMI 2025] "Unknown-Aware Bilateral Dependency Optimization for Defending Against Model Inversion Attacks"

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tmlr-group/tmlr-group.github.io

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tmlr-group/DeepInception

[arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"

Language: Python - Size: 771 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 141 - Forks: 14

tmlr-group/NegLabel Fork of XueJiang16/NegLabel

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

Language: Python - Size: 1010 KB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 1

tmlr-group/AttrVR Fork of caichengyi/AttrVR

[ICLR 2025] "Attribute-based Visual Reprogramming for Vision-Language Models" Official Website: https://github.com/tmlr-group/AttrVR

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tmlr-group/Unlearning-with-Control

[ICLR 2025] "Towards Effective Evaluations and Comparisons for LLM Unlearning Methods"

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tmlr-group/G-effect Fork of QizhouWang/G-effect

[ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"

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tmlr-group/ZS-NTTA Fork of Aboriginer/ZS-NTTA

[ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"

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tmlr-group/EOE Fork of Aboriginer/EOE

[ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

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tmlr-group/BayesianLM Fork of caichengyi/BayesianLM

[NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"

Language: Python - Size: 281 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

tmlr-group/SMM Fork of caichengyi/SMM

[ICML 2024 Spotlight] "Sample-specific Masks for Visual Reprogramming-based Prompting"

Language: Python - Size: 536 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 8 - Forks: 0

tmlr-group/PPDG-MI

[NeurIPS 2024] "Pseudo-Private Data Guided Model Inversion Attacks"

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tmlr-group/CoPA Fork of HongduanTian/CoPA

[NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"

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tmlr-group/.github

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tmlr-group/CoVer Fork of ZBox1005/CoVer

[NeurIPS 2024] "What If the Input is Expanded in OOD Detection?"

Language: Python - Size: 3.21 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

tmlr-group/SCT Fork of warriors-30/SCT

[NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"

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tmlr-group/WCA Fork of JinhaoLee/WCA

[ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"

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tmlr-group/MOKD Fork of HongduanTian/MOKD

[ICML 2024] "MOKD: Cross-domain Few-shot Classification via Maximizing Optimized Kernel Dependence"

Language: Python - Size: 569 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

tmlr-group/GMT Fork of LFhase/GMT

[ICML 2024] How Interpretable Are Interpretable Graph Neural Networks?

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tmlr-group/PART Fork of JiachengZ01/PART

[ICML 2024] "Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training"

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tmlr-group/GSLM Fork of Wheat2018/GSLM

[TMLR 2024] "Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation"

Language: Python - Size: 530 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tmlr-group/FedFed Fork of visitworld123/FedFed

[NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"

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tmlr-group/one-shot-subgraph Fork of AndrewZhou924/one-shot-subgraph

[ICLR 2024] "Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs"

Language: Python - Size: 32.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

tmlr-group/Twin-sight Fork of visitworld123/Twin-sight

[ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"

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tmlr-group/LCCN Fork of Sunarker/LCCN

[PAMI 2023] "Latent Class-Conditional Noise Model"

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tmlr-group/DAL

official repository of DAL, source codes for NeurIPS 2023 paper Learning to Augment Distributions for Out-of-distribution Detection

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tmlr-group/MC-GRA Fork of AndrewZhou924/MC-GRA

[ICML 2023] On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation

Language: Python - Size: 11.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 28 - Forks: 0

tmlr-group/RGIB Fork of AndrewZhou924/RGIB

[NeurIPS 2023] Combating Bilateral Edge Noise for Robust Link Prediction

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tmlr-group/SODA Fork of ZigeW/SODA

[NeurIPS 2023] "SODA: Robust Training of Test-Time Data Adaptors"

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tmlr-group/watermarking Fork of QizhouWang/watermarking

[NeurIPS 2022] "Watermarking for Out-of-distribution Detection"

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tmlr-group/Unleashing-Mask Fork of ZFancy/Unleashing-Mask

[ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"

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tmlr-group/ROBOT Fork of pipilurj/ROBOT

[ICLR 2023] "A Holistic View of Label Noise Transition Matrix in Deep Learning and Beyond"

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tmlr-group/KRADA Fork of chenhong-zhou/KRADA

[TMLR 2023] "KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation"

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tmlr-group/class_prior Fork of XueJiang16/class_prior

[ICML 2023] "Detecting Out-of-distribution Data through In-distribution Class Prior"

Language: Python - Size: 681 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

tmlr-group/Memorization-Discrepancy Fork of ZFancy/Memorization-Discrepancy

[ICML 2023] "Exploring Model Dynamics for Accumulative Poisoning Discovery"

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tmlr-group/SFAT Fork of ZFancy/SFAT

[ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"

Language: Python - Size: 8.01 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

tmlr-group/DOE Fork of QizhouWang/DOE

[ICLR 2023] "Out-of-distribution Detection with Implicit Outlier Transformation"

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tmlr-group/PAIR Fork of LFhase/PAIR

[ICLR 2023] "PAIR: Towards Mitigating the Optimization Dilemma in OOD Generalization"

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tmlr-group/CIGA Fork of LFhase/CIGA

[NeurIPS 2022] "Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs"

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tmlr-group/Defend_MI Fork of AlanPeng0897/Defend_MI

[KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"

Language: Python - Size: 17.1 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

tmlr-group/ATCL Fork of RoyalSkye/ATCL

[NeurIPS 2022] "Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks"

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tmlr-group/GIA-HAO Fork of LFhase/GIA-HAO

[ICLR 2022] "Understanding and Improving Graph Injection Attack by Promoting Unnoticeability"

Language: Python - Size: 2.99 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

tmlr-group/SIGUA Fork of bhanML/SIGUA

[ICML 2020] "SIGUA: Forgetting May Make Learning with Noisy Labels More Robust"

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tmlr-group/Geometry-aware-Instance-reweighted-Adversarial-Training Fork of zjfheart/Geometry-aware-Instance-reweighted-Adversarial-Training

[ICLR 2021] "Geometry-aware Instance-reweighted Adversarial Training"

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tmlr-group/Max-Matching Fork of QizhouWang/Max-Matching

[AAAI 2021] "Learning with Group Noise"

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tmlr-group/instance-dependent-label-noise Fork of QizhouWang/instance-dependent-label-noise

[AAAI 2021] "Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model"

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tmlr-group/dsnet Fork of d12306/dsnet

[ICML 2021] "Learning Diverse-Structured Networks for Adversarial Robustness"

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tmlr-group/CSIDN Fork of antoninbrthn/CSIDN

[ICML 2021] "Confidence Scores Make Instance-dependent Label-noise Learning Possible"

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tmlr-group/CausalAdv Fork of YonggangZhangUSTC/CausalAdv

[ICLR 2022] "CausalAdv: Adversarial Robustness through the Lens of Causality"

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tmlr-group/CAVL Fork of Ferenas/CAVL

[ICLR 2022] "Exploiting Class Activation Value for Partial-Label Learning"

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tmlr-group/MAIL Fork of QizhouWang/MAIL

[NeurIPS 2021] "Probabilistic Margins for Instance Reweighting in Adversarial Training"

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tmlr-group/VHL Fork of wizard1203/VHL

[ICML 2022] "Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning"

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tmlr-group/SAMMD Fork of Sjtubrian/SAMMD

[ICML 2021] "Maximum Mean Discrepancy Test is Aware of Adversarial Attacks"

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tmlr-group/MM-attack Fork of Sjtubrian/MM-attack

[ICML 2022] "Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack"

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tmlr-group/TOHAN Fork of Haoang97/TOHAN

[NeurIPS 2021] "TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation"

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tmlr-group/EAGAN Fork of marsggbo/EAGAN

[ECCV 2022] "EAGAN: EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs"

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tmlr-group/BCL

[ICML 2022] "Contrastive Learning with Boosted Memorization"

Language: Python - Size: 1010 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tmlr-group/IAD Fork of ZFancy/IAD

[ICLR 2022] "Reliable Adversarial Distillation with Unreliable Teachers"

Language: Python - Size: 275 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tmlr-group/MEDI Fork of Haoang97/MEDI

[ICLR 2022] "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data"

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