Papers
12094 papers
ICML2025
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games
Summary pending...
Min-Max GamesHeavy Ball MomentumContinuous-Time Analysis
ICML2025
A Variational Information Theoretic Approach to Out-of-Distribution Detection
Summary pending...
out-of-distribution detectioninformation theoryvariational calculus
ICML2025
Provably Improving Generalization of Few-shot models with Synthetic Data
Summary pending...
Synthetic dataFew-Shot learningRobustness
ICML2025
Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds
Summary pending...
theorymulti-index modelapproximate message-passing
ICML2025
Interaction-Aware Gaussian Weighting for Clustered Federated Learning
Summary pending...
Federated LearningClustered Federated Learning
ICML2025
In-Context Deep Learning via Transformer Models
Summary pending...
foundation modeltransformerin-context learning
ICML2025
Lightspeed Geometric Dataset Distance via Sliced Optimal Transport
Summary pending...
Dataset distancesliced optimal transportdata-centric machine learning
ICML2025
Towards Understanding Gradient Dynamics of the Sliced-Wasserstein Distance via Critical Point Analysis
Summary pending...
optimal transportoptimisationsliced-wasserstein distance
ICML2025
Transformative or Conservative? Conservation laws for ResNets and Transformers
Summary pending...
Conservation lawsgradient flowlinear and relu neural networks
ICML2025
Differentially Private Boxplots
Summary pending...
differential privacydata visualizationboxplots
ICML2025
CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling
Summary pending...
Time series forecastingFrequency analysisTimestamp modeling
ICML2025
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
Summary pending...
lossless compressiontransformersmultimodal
ICML2025
Weak-to-Strong Jailbreaking on Large Language Models
Summary pending...
LLMAI safetyJailbreaking
ICML2025
Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments
Summary pending...
Policy Evaluation; A/B Testing; Reinforcement Learning; Switchback ; Experimental Design
ICML2025
ToMA: Token Merge with Attention for Diffusion Models
Summary pending...
DiffusionToken MergeAttention
ICML2025
PF3plat: Pose-Free Feed-Forward 3D Gaussian Splatting for Novel View Synthesis
Summary pending...
Pose-freenovel view synthesis3D reconstruction
ICML2025
Importance Corrected Neural JKO Sampling
Summary pending...
SamplingWasserstein Gradient FlowsNormalizing Flows
ICML2025
Secant Line Search for Frank-Wolfe Algorithms
Summary pending...
First-order methodsFrank-Wolfe algorithmsSecant
ICML2025
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models
Summary pending...
Reinforcement Learning From Human FeedbackReinforcement Learning From AI FeedbackRating-based Reinforcement Learning
ICML2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
Summary pending...
Large language modelKnowledge fusionSpeculative decoding