Papers
12094 papers
ICML2025
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Auto Speculation
Summary pending...
DDPMStochastic Localizationspeculative decoding
ICML2025
MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
Summary pending...
SoundArtificial IntelligenceMachine Learning
ICML2025
Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models
Summary pending...
EmbeddingVolumesFoundation model
ICML2025
Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery
Summary pending...
Neural OperatorsPhysics DiscoveryAttention Mechanism
ICML2025
Compositional Flows for 3D Molecule and Synthesis Pathway Co-design
Summary pending...
drug discoverysynthesizable molecular designGFlowNets
ICML2025
LEAPS: A discrete neural sampler via locally equivariant networks
Summary pending...
CTMCBayesian inferenceMCMC
ICML2025
Aligning Protein Conformation Ensemble Generation with Physical Feedback
Summary pending...
Proteingenerative modelsmolecular dynamics
ICML2025
Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models
Summary pending...
Machine LearningRoboticsLanguage
ICML2025
Activation by Interval-wise Dropout: A Simple Way to Prevent Neural Networks from Plasticity Loss
Summary pending...
loss of plasticityplasticitycontinual learning
ICML2025
Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study
Summary pending...
information theoryconfidence estimationdeep neural networks
ICML2025
Sounding that Object: Interactive Object-Aware Image to Audio Generation
Summary pending...
Sound GenerationAudio-Visual LearningMulti-Modal Learning
ICML2025
SAE-V: Interpreting Multimodal Models for Enhanced Alignment
Summary pending...
interpretabilityalignmentmultimodal large language model
ICML2025
GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning
Summary pending...
Trajectory representation learningmobility learningspatio-temporal learning
ICML2025
The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction
Summary pending...
Dimension ReductionDenoisingDiffusion Maps
ICML2025
What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning
Summary pending...
Large Language ModelBidirectional ModelingCausal Attention
ICML2025
Learning Condensed Graph via Differentiable Atom Mapping for Reaction Yield Prediction
Summary pending...
Yield PredictionGNNAtom Mapping
ICML2025
Online Robust Reinforcement Learning Through Monte-Carlo Planning
Summary pending...
Monte-carlo tree searchdistributionally robust reinforcement learningonline reinforcement learning
ICML2025
CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models
Summary pending...
Latent Diffusion ModelsProtective PerturbationsAdversarial Training
ICML2025
PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals
Summary pending...
AIGC detectionGenerative modelsDeepfakes
ICML2025
Contextual Bandits for Unbounded Context Distributions
Summary pending...
Contextual banditsnonparametric statistics