Papers
12094 papers
ICML2025
PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs
Summary pending...
Online LearningLarge Language ModelsEvaluation and Selection of Generative Models
ICML2025
CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
Summary pending...
Large Language ModelsHuman CognitionEvaluation
ICML2025
Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model
Summary pending...
preference modeloffline alignment
ICML2025
Taming Rectified Flow for Inversion and Editing
Summary pending...
Diffusion; Image Editing; Video Editing
ICML2025
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
Summary pending...
Spatially Resolved TranscriptomicsSelf-Supervised Learning
ICML2025
Scaling Laws for Pre-training Agents and World Models
Summary pending...
world modelingimitation learningscaling laws
ICML2025
Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech
Summary pending...
machine unlearningzero-shot ttsvoice privacy
ICML2025
Earley-Driven Dynamic Pruning for Efficient Structured Decoding
Summary pending...
constrained decodingstructured generationLLM inference
ICML2025
Learning Imbalanced Data with Beneficial Label Noise
Summary pending...
Imbalanced learningbeneficial label noiseclassification accuracy
ICML2025
OrthoRank: Token Selection via Sink Token Orthogonality for Efficient LLM inference
Summary pending...
large language modelattention sinkefficiency
ICML2025
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection
Summary pending...
one-shot subset selectionfoundation modelsdata-efficient learning
ICML2025
Smooth Interpolation for Improved Discrete Graph Generative Models
Summary pending...
Graph Generation; Deep Generative Models; Bayesian Flow Networks;
ICML2025
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
Summary pending...
Computer Aided DesignGenerative ModelsText-based Editing
ICML2025
BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
Summary pending...
Parameter-efficient fine-tuningparameter-sharing
ICML2025
Multi-objective Linear Reinforcement Learning with Lexicographic Rewards
Summary pending...
Reinforcement learningmulti-objectivelinear model
ICML2025
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
Summary pending...
FourierderainingMamba
ICML2025
End-to-End Learning Framework for Solving Non-Markovian Optimal Control
Summary pending...
Fractional-order dynamical systemOptimal control
ICML2025
ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering
Summary pending...
Computer GraphicsNeural Network InferenceTraining-Free Optimization
ICML2025
Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction
Summary pending...
Material structure representationMaterial property predictionMulti-agent systems
ICML2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
Summary pending...
large language modelsLLMsreasoning