Papers
12094 papers
ICLR2024
Fast, Expressive $\mathrm{SE}(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space
Summary pending...
EquivariancePoint CloudsMessage Passing Neural Network
ICLR2024
Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise
Summary pending...
optimization theoryconvergence analysisheavy-ball momentum
ICLR2024
MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy
Summary pending...
graph kernelgraph metric learningmaximum mean discrepancy
ICLR2024
Elucidating the Exposure Bias in Diffusion Models
Summary pending...
Generative modelsDiffusion models
ICLR2024
Grokking as a First Order Phase Transition in Two Layer Networks
Summary pending...
Grokkingdeep neural networksGaussian Process
ICLR2024
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
Summary pending...
differential privacylarge language modelsin-context learning
ICLR2024
A Mutual Information Perspective on Federated Contrastive Learning
Summary pending...
federated learningcontrastive learningself-supervised
ICLR2024
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives
Summary pending...
Non-Decomposable ObjectivesLong-Tail LearningSemi-Supervised Learning
ICLR2024
CAMBranch: Contrastive Learning with Augmented MILPs for Branching
Summary pending...
Contrastive LearningMixed Integer ProgrammingMachine Learning
ICLR2024
From Sparse to Soft Mixtures of Experts
Summary pending...
transformersmixtures of expertscomputer vision
ICLR2024
$\alpha$TC-VAE: On the relationship between Disentanglement and Diversity
Summary pending...
DisentanglementDiversityGenerative Modeling
ICLR2024
Learning 3D Particle-based Simulators from RGB-D Videos
Summary pending...
simulationdynamicsnerf
ICLR2024
A 2-Dimensional State Space Layer for Spatial Inductive Bias
Summary pending...
SSMDimensional State SpacesSpatial Representation
ICLR2024
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
Summary pending...
Large Multimodal ModelsMultilingual Transfer
ICLR2024
LOQA: Learning with Opponent Q-Learning Awareness
Summary pending...
multi-agent reinforcement learningsocial dilemmasdeep reinforcement learning
ICLR2024
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
Summary pending...
FairnessPEFTHyperparameter Optimization
ICLR2024
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
Summary pending...
Long Range Interaction; Molecular Graph;
ICLR2024
Discovering modular solutions that generalize compositionally
Summary pending...
modularitycompositionalitycompositional generalization
ICLR2024
Efficient and Scalable Graph Generation through Iterative Local Expansion
Summary pending...
Graph GenerationDenoising DiffusionSpectral Graph Theory
ICLR2024
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
Summary pending...
large language modelprivacyprompt tuing