Papers
12094 papers
ICML2025
Winner-takes-all for Multivariate Probabilistic Time Series Forecasting
Summary pending...
Time-series forecastingQuantizationProbabilistic methods
ICML2025
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning
Summary pending...
reinforcement learningrepresentation learningbenchmark
ICML2025
The dark side of the forces: assessing non-conservative force models for atomistic machine learning
Summary pending...
geometric machine learningenergy conservationatomistic modelling
ICML2025
ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
Summary pending...
Geometric deep learningOptimal TransportAttention mechanism
ICML2025
Attributes Shape the Embedding Space of Face Recognition Models
Summary pending...
Face RecognitionRepresentation LearningInterpretability
ICML2025
Global Convergence and Rich Feature Learning in $L$-Layer Infinite-Width Neural Networks under $\mu$ Parametrization
Summary pending...
Feature learningNeural networks$\mu$P
ICML2025
Topology-aware Neural Flux Prediction Guided by Physics
Summary pending...
Physics guided machine learningGraph neural networkTopology-aware
ICML2025
(How) Do Language Models Track State?
Summary pending...
state trackingsimulationinterpretability
ICML2025
The Hidden Joules: Evaluating the Energy Consumption of Vision Backbones for Progress Towards More Efficient Model Inference
Summary pending...
Energy EfficiencyGreen AIEfficient and Scalable Vision
ICML2025
Learning-Order Autoregressive Models with Application to Molecular Graph Generation
Summary pending...
Generative ModelingVariational InferenceAutoregressive Model
ICML2025
Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
Summary pending...
Automatic Speech RecognitionSpeech to TextSpeaker Diarization
ICML2025
UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
Summary pending...
metamaterialtopology generationproperty prediction
ICML2025
Weakly Supervised Anomaly Detection via Dual-Tailed Kernel
Summary pending...
anomaly detectionkerneldual-kernel tails
ICML2025
BARNN: A Bayesian Autoregressive and Recurrent Neural Network
Summary pending...
Bayesian ModellingVariational InferenceAutoregressive Neural Networks
ICML2025
On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms
Summary pending...
convex optimizationsaddle-point problemsgradient methods
ICML2025
Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression
Summary pending...
Implicit RegularizationGDEarly Stopping
ICML2025
Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer
Summary pending...
zero-shotmeta-learningadversarial training
ICML2025
On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback
Summary pending...
FairnessBanditsLower Bounds
ICML2025
A Unified Approach to Routing and Cascading for LLMs
Summary pending...
large language modelsroutingcascading
ICML2025
Scalable Gaussian Processes with Latent Kronecker Structure
Summary pending...
Gaussian processKroneckerBayesian