Papers
12094 papers
ICML2025
Editable Concept Bottleneck Models
Summary pending...
Concept-based ModelsInterpretabilityEditing
ICML2025
BSO: Binary Spiking Online Optimization Algorithm
Summary pending...
Spiking Neural NetworkOnline LearningSpiking Binarization
ICML2025
Concentration Distribution Learning from Label Distributions
Summary pending...
Label distribution learningbackground concentrationconcentration distribution learning
ICML2025
EvoControl: Multi-Frequency Bi-Level Control for High-Frequency Continuous Control
Summary pending...
Hierarchical Reinforcement LearningEvolutionary StrategiesHigh-Frequency Control
ICML2025
MoH: Multi-Head Attention as Mixture-of-Head Attention
Summary pending...
Multi-Head AttentionMixture of ExpertsFoundation Models
ICML2025
ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation
Summary pending...
protein backbone generationquaternion representationflow matching
ICML2025
Almost Optimal Fully Dynamic $k$-Center Clustering with Recourse
Summary pending...
clustering algorithm$k$-centerdynamic algorithms
ICML2025
Learning from Sample Stability for Deep Clustering
Summary pending...
Deep clusteringsample stability
ICML2025
UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
Summary pending...
Unified Generative FrameworkMolecular Binder DesignDrug Discovery
ICML2025
An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer
Summary pending...
Directed acyclic graphsMarkov equivalence classCausality
ICML2025
Rectifying Conformity Scores for Better Conditional Coverage
Summary pending...
conformal predictionuncertainty quantificationconfidence sets
ICML2025
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
Summary pending...
Tabular ClassificationTransformerState-Space Models
ICML2025
LIMEFLDL: A Local Interpretable Model-Agnostic Explanations Approach for Label Distribution Learning
Summary pending...
Label distribution learninglocal interpretabilitylabel dependency
ICML2025
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation
Summary pending...
Image Synthesis
ICML2025
Effective and Efficient Masked Image Generation Models
Summary pending...
masked diffusion modelmask image modelinggenerative model
ICML2025
All-atom inverse protein folding through discrete flow matching
Summary pending...
discrete diffusioninverse foldingproteins
ICML2025
SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels
Summary pending...
Model-based Reinforcement LearningObject-centric LearningWorld Models
ICML2025
DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models
Summary pending...
Large Language ModelsKnowledge Distillation
ICML2025
FedClean: A General Robust Label Noise Correction for Federated Learning
Summary pending...
federated learningnoisy labelsmodel aggregation