Papers
12094 papers
ICML2025
Faster Approximation Algorithms for k-Center via Data Reduction
Summary pending...
k-centerclusteringEuclidean
ICML2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
Summary pending...
DecoupleCross-DomainFew-Shot
ICML2025
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
Summary pending...
spiking neural networksbrain-inspired computingfew-shot learning
ICML2025
$\texttt{I$^2$MoE}$: Interpretable Multimodal Interaction-aware Mixture-of-Experts
Summary pending...
Multimodal LearningMixture of ExpertsBiomedical Analysis
ICML2025
Enhancing Decision-Making of Large Language Models via Actor-Critic
Summary pending...
Large Language ModelsDecision-MakingActor-Critic
ICML2025
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
Summary pending...
Binary hypothesis testingsoftmax distributionslarge language models
ICML2025
PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification
Summary pending...
large language modelautomatic program repairautonomous software improvement
ICML2025
Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
Summary pending...
Speech to SpeechDuplex Dialogue ModelMultimodal Large Language Models
ICML2025
Contextual Linear Bandits with Delay as Payoff
Summary pending...
online learningdelayed feedbacklinear bandits
ICML2025
Dueling Convex Optimization with General Preferences
Summary pending...
convex optimizationdueling feedbackcomparison feedback
ICML2025
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
Summary pending...
tabular datafeature shiftopen environment
ICML2025
Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation
Summary pending...
large language modelreasoningsearch
ICML2025
Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching
Summary pending...
Spatial transcriptomicshistology images
ICML2025
Independence Tests for Language Models
Summary pending...
language modelsfinetuningfingerprinting
ICML2025
Ranked from Within: Ranking Large Multimodal Models Without Labels
Summary pending...
Large Multimodal Modelsvisual question answering
ICML2025
Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
Summary pending...
Graph Neural Tangent KernelGraph Neural NetworksGraph Continual Learning
ICML2025
Decomposition of Graphic Design with Unified Multimodal Model
Summary pending...
Layer DecompositionGraphic DesignUnified Multimodal Model
ICML2025
Anytime-Constrained Equilibria in Polynomial Time
Summary pending...
Markov GamesConstrained EquilibriaComputational Complexity Theory
ICML2025
AutoEval Done Right: Using Synthetic Data for Model Evaluation
Summary pending...
Prediction-powered inferencemodel evaluationlarge language models
ICML2025
Agent Reviewers: Domain-specific Multimodal Agents with Shared Memory for Paper Review
Summary pending...
Peer Review Automation; Multimodal Review System; Multi-agent System; Shared Memory Pool;