Papers
12094 papers
ICLR2024
One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention
Summary pending...
Linear Self-AttentionIn-context learningGradient Descent
ICLR2024
PAE: Reinforcement Learning from External Knowledge for Efficient Exploration
Summary pending...
Reinforcement learningexplorationintrinsic motivation
ICLR2024
Deep Orthogonal Hypersphere Compression for Anomaly Detection
Summary pending...
Anomaly DetectionDeep Learning
ICLR2024
Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients
Summary pending...
Personalized Federated LearningInvariant LearningCausality
ICLR2024
ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
Summary pending...
NeRFDiffusion model3D scene editing
ICLR2024
Topic Modeling as Multi-Objective Contrastive Optimization
Summary pending...
neural topic model; contrastive learning
ICLR2024
Kernelised Normalising Flows
Summary pending...
Machine LearningMaximum LikelihoodDensity Estimation
ICLR2024
Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
Summary pending...
AI4PDE; Neural Operator; Data Generation; Krylov Subspace
ICLR2024
Flow to Better: Offline Preference-based Reinforcement Learning via Preferred Trajectory Generation
Summary pending...
Preference-based Reinforcement LearningOffline Reinforcement LearningConditional Generative Modeling
ICLR2024
Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning
Summary pending...
offline reinforcement learningcompositional generalizationconservatism
ICLR2024
H-GAP: Humanoid Control with a Generalist Planner
Summary pending...
Generative ModellingHumanoid ControlModel Predictive Control
ICLR2024
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs
Summary pending...
Graph VisualizationOptimizationScalability
ICLR2024
Zero Bubble (Almost) Pipeline Parallelism
Summary pending...
Pipeline ParallelismZero Bubble
ICLR2024
Exploring Weight Balancing on Long-Tailed Recognition Problem
Summary pending...
long-tailed recognitionimbalanced learningweight decay
ICLR2024
Blending Imitation and Reinforcement Learning for Robust Policy Improvement
Summary pending...
imitation learningreinforcement learningmultiple experts
ICLR2024
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models
Summary pending...
Diffusion Model; Pose-Guided Image Synthesis
ICLR2024
Unlocking the Power of Representations in Long-term Novelty-based Exploration
Summary pending...
Deep RLexplorationdensity estimation
ICLR2024
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design
Summary pending...
Robot DesignHyperbolic SpaceCoarse-to-Fine
ICLR2024
Benchmarking Algorithms for Federated Domain Generalization
Summary pending...
federated learningdistributed learningdomain generalization
ICLR2024
CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment
Summary pending...
Chip DesignMachine LearningDataset