Papers
12094 papers
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
ICML2025
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis
Summary pending...
Gesture RecognitionHuman Brain InteractionsEMG
ICML2025
Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up
Summary pending...
optimizationfederated learningstochastic gradient descent
ICML2025
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model
Summary pending...
audio-visualchain-of-thought reasoninglarge language models
ICML2025
Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
Summary pending...
Machine Learning Force FieldsMachine Learning PotentialsDFT
ICML2025
Sanity Checking Causal Representation Learning on a Simple Real-World System
Summary pending...
causal representation learningbenchmarkscausality
ICML2025
HashAttention: Semantic Sparsity for Faster Inference
Summary pending...
hashinglearning to hashattention
ICML2025
Automatic Differentiation of Optimization Algorithms with Time-Varying Updates
Summary pending...
Bilevel OptimizationAlgorithm UnrollingAutomatic Differentiation
ICML2025
Neural Genetic Search in Discrete Spaces
Summary pending...
Genetic algorithmtest-time searchdiscrete sequence generation
ICML2025
Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective
Summary pending...
in context learningtask vectorsmechanistic interpretability
ICML2025
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
Summary pending...
Bayesian optimizationhumanpreferential
ICML2025
Simple and Critical Iterative Denoising: A Recasting of Discrete Diffusion in Graph Generation
Summary pending...
Graphmoleculesgeneration
ICML2025
On the Alignment between Fairness and Accuracy: from the Perspective of Adversarial Robustness
Summary pending...
fairnessadversarial robustness
ICML2025
Targeted Unlearning with Single Layer Unlearning Gradient
Summary pending...
Machine unlearningfoundation modelsCLIP
ICML2025
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors
Summary pending...
weight interpolationtransfer learningmodel rebasin
ICML2025
Principled Algorithms for Optimizing Generalized Metrics in Binary Classification
Summary pending...
learning theoryconsistencygeneralized metrics
ICML2025
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
Summary pending...
World ModelsPlanningRepresentation Learning
ICML2025
Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability
Summary pending...
Perceptual variabilityObject RecognitionBehavior Manipulation
ICML2025
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing
Summary pending...
Factual RecallMechanistic InterpretabilityMulti-hop Question Answering