Papers
12094 papers
ICML2025
Geometric Contact Flows: Contactomorphisms for Dynamics and Control
Summary pending...
Contact geometryRiemannian geometrycontact Hamiltonian dynamics
ICML2025
Adaptive Sample Sharing for Multi Agent Linear Bandits
Summary pending...
linear banditcollaborationsample sharing
ICML2025
EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping
Summary pending...
multimodalneuroscienceeeg
ICML2025
Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge
Summary pending...
LLM-as-a-JudgePlanningReasoning
ICML2025
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination
Summary pending...
Zero-shot CoordinationHuman-AI CollaborationMulti-agent Interactions
ICML2025
On Explaining Equivariant Graph Networks via Improved Relevance Propagation
Summary pending...
equivariant GNNsXAI
ICML2025
Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees
Summary pending...
Heterogeneous treatment effectCausal inferenceTime to event data
ICML2025
Training Deep Learning Models with Norm-Constrained LMOs
Summary pending...
non-euclideanlinear minimization oracledeep learning
ICML2025
Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations
Summary pending...
active learningAI and Lab Loopcombination therapy
ICML2025
EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption
Summary pending...
Fully homomorphic encryptionencrypted inferenceapproximate activation functions
ICML2025
Potemkin Understanding in Large Language Models
Summary pending...
evaluationbenchmarklarge language models
ICML2025
Optimizing Test-Time Compute via Meta Reinforcement Finetuning
Summary pending...
meta-RLtest-time computeinformation gain
ICML2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
Summary pending...
earth observationmulti-modalityself-supervised learning
ICML2025
Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points
Summary pending...
Stochastic Flow MatchingMulti-Marginal Optimal TransportIrregular Time Points
ICML2025
Improved Learning via k-DTW: A Novel Dissimilarity Measure for Curves
Summary pending...
polygonal curvesdynamic time warpinglearning theory
ICML2025
Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation
Summary pending...
Inference AccelerationTTFTLarge Language Model
ICML2025
Not All Wrong is Bad: Using Adversarial Examples for Unlearning
Summary pending...
Machine UnlearningAdversarial exampleFine-tuning
ICML2025
Provable Zero-Shot Generalization in Offline Reinforcement Learning
Summary pending...
offline reinforcement learninggeneralization
ICML2025
Language Models over Canonical Byte-Pair Encodings
Summary pending...
tokenizationprobabilistic inferencestructured prediction
ICML2025
Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents
Summary pending...
BanditsPrincipal-agent problemIncentive design