Papers
12094 papers
ICML2025
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
Summary pending...
lossless compressiontransformersmultimodal
ICML2025
Generalization in Federated Learning: A Conditional Mutual Information Framework
Summary pending...
GeneralizationFederated LearningInformation-theoretic generalization bounds
ICML2025
Tilted Sharpness-Aware Minimization
Summary pending...
sharpness-aware optimizationexponential tiltinggeneralization
ICML2025
QuanONet: Quantum Neural Operator with Application to Differential Equation
Summary pending...
Neural OperatorQuantum Neural NetworksDifferential Equations
ICML2025
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
Summary pending...
Dynamic data selectiondataset pruningdata augmentation
ICML2025
Graph Inverse Style Transfer for Counterfactual Explainability
Summary pending...
Counterfactual ExplanationsStyle TransferBacktracking
ICML2025
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
Summary pending...
Long-Context LLMsInferenceKV Cache Optimization
ICML2025
Adversarial Inception Backdoor Attacks against Reinforcement Learning
Summary pending...
backdoor attacksadversarial machine learningreinforcement learning
ICML2025
Rethinking Aleatoric and Epistemic Uncertainty
Summary pending...
aleatoricepistemicuncertainty
ICML2025
Stable Offline Value Function Learning with Bisimulation-based Representations
Summary pending...
reinforcement learningrepresentation learningoff-policy
ICML2025
Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery
Summary pending...
Remote SensingSatellite ImageryClimate Change
ICML2025
Learning Parametric Distributions from Samples and Preferences
Summary pending...
Statistical learningContinuous parametric distributionsPreference feedback
ICML2025
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
Summary pending...
Bayesian optimizationtree kernelsBayesian additive regression trees
ICML2025
Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG
Summary pending...
ElectroencephalogramGraph LearningSelf-supervised Pre-training
ICML2025
Unifying Specialized Visual Encoders for Video Language Models
Summary pending...
video understandingmultimodal
ICML2025
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
Summary pending...
MapLLMMap QueryGeo-Spatial Question Answering
ICML2025
VinePPO: Refining Credit Assignment in RL Training of LLMs
Summary pending...
RL for LLMVerifiable RewardsCredit Assignment
ICML2025
FlipAttack: Jailbreak LLMs via Flipping
Summary pending...
Large Language ModelJailbreak AttackAI Safety
ICML2025
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
Summary pending...
task superpositionin-context learning
ICML2025
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering
Summary pending...
Collaborative Software EngineeringCollaborative SystemsHuman-AI Interaction