Papers
12094 papers
ICML2025
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
Summary pending...
CalibrationLearn-then-TestHyperparameter Selection
ICML2025
Trajectory Inference with Smooth Schrödinger Bridges
Summary pending...
Trajectory InferenceSchrodinger BridgeMessage Passing
ICML2025
Retrieval Augmented Time Series Forecasting
Summary pending...
Time series forecastingRetrieval augmented modelDeep learning
ICML2025
Simple and Critical Iterative Denoising: A Recasting of Discrete Diffusion in Graph Generation
Summary pending...
Graphmoleculesgeneration
ICML2025
On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics
Summary pending...
deep learning theoryadversarial trainingclean generalization and robust overfitting
ICML2025
Great Models Think Alike and this Undermines AI Oversight
Summary pending...
Model SimilarityAI OversightLLM as a Judge
ICML2025
Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
Summary pending...
Large Language Modelsreasoningdiversity
ICML2025
SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning
Summary pending...
Parameter Efficient Fine-TuningModel MergingLarge Language Model
ICML2025
AssistanceZero: Scalably Solving Assistance Games
Summary pending...
assistance gamesassistantsalignment
ICML2025
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
Summary pending...
diffusion modelsminority sample generationimage generation
ICML2025
Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors
Summary pending...
neurosciencedecision-makinginverse reinforcement learning
ICML2025
Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations
Summary pending...
fairnessstrategic classificationhiring
ICML2025
On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists
Summary pending...
Federated LearningCollaborative LearningOn-device LLMs
ICML2025
Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions
Summary pending...
generative modelsscore-based generative modelsdiscrete data
ICML2025
Test-Time Adaptation with Binary Feedback
Summary pending...
test-time adaptationdomain adaptationdeep learning
ICML2025
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
Summary pending...
State Space ModelsModel quantization
ICML2025
Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks
Summary pending...
Policy Committee; Reinforcement Learning
ICML2025
Improved Off-policy Reinforcement Learning in Biological Sequence Design
Summary pending...
Biological sequence designGFlowNetsoffline RL
ICML2025
AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses
Summary pending...
benchmarkadversarial examplesagents