Papers
12094 papers
ICML2025
Non-Asymptotic Length Generalization
Summary pending...
Large Language ModelLength GeneralizationMachine Learning Theory
ICML2025
Strengthen Out-of-Distribution Detection Capability with Progressive Self-Knowledge Distillation
Summary pending...
Out-of-distribution DetectionSelf-distillation
ICML2025
Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity
Summary pending...
Quality DiversityReinforcement LearningImitation Learning
ICML2025
Subgoal-Guided Policy Heuristic Search with Learned Subgoals
Summary pending...
Tree searchheuristic searchpolicy tree search
ICML2025
Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
Summary pending...
Large Language ModelPreference AlignmentSafety Evaluation
ICML2025
Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium
Summary pending...
offline reinforcement learningadversarial Markov gamemixed-strategy Nash equilibrium
ICML2025
Linear Mode Connectivity between Multiple Models modulo Permutation Symmetries
Summary pending...
Linear mode connectivitydeep learningpermutation symmetry
ICML2025
Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech
Summary pending...
machine unlearningzero-shot ttsvoice privacy
ICML2025
SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution
Summary pending...
Backdoor DefenseFederated LearningGame Theory
ICML2025
Training Software Engineering Agents and Verifiers with SWE-Gym
Summary pending...
AgentsSoftware Engineering AgentsPost-training
ICML2025
Origin Identification for Text-Guided Image-to-Image Diffusion Models
Summary pending...
Diffusion ModelsOrigin Identification
ICML2025
In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval
Summary pending...
attentionin-context learningdenoising
ICML2025
Offline Model-based Optimization for Real-World Molecular Discovery
Summary pending...
AI for ScienceOffline Model-based OptimizationMolecular Optimization
ICML2025
Neural Solver Selection for Combinatorial Optimization
Summary pending...
neural combinatorial optimization
ICML2025
Overcoming Non-monotonicity in Transducer-based Streaming Generation
Summary pending...
streaming generationsimultaneous translationTransducer
ICML2025
Cost-efficient Collaboration between On-device and Cloud Language Models
Summary pending...
Local-remote collaborationreasoning
ICML2025
The Role of Sparsity for Length Generalization in LLMs
Summary pending...
Length generalizationTransformersPositional Encoding
ICML2025
The Polynomial Stein Discrepancy for Assessing Moment Convergence
Summary pending...
Stein DiscrepancyApproximate MCMCGoodness-of-fit
ICML2025
Efficient Heterogeneity-Aware Federated Active Data Selection
Summary pending...
Federated learningActive learningLeverage score sampling
ICML2025
Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability
Summary pending...
TransferabilityAdversarial ExampleAI Security