Papers
12094 papers
ICLR2024
Efficient Dynamics Modeling in Interactive Environments with Koopman Theory
Summary pending...
Koopman TheoryReinforcement LearningDynamical System
ICLR2024
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
Summary pending...
visual question answeringzero-shotlarge vision language models
ICLR2024
Dynamic Sparse Training with Structured Sparsity
Summary pending...
Machine Learningdynamic sparse trainingstructured sparsity
ICLR2024
Plugin estimators for selective classification with out-of-distribution detection
Summary pending...
Selective classificationLearning to rejectAbstention
ICLR2024
On the Joint Interaction of Models, Data, and Features
Summary pending...
Generalizationfeature learningempirical phenomena
ICLR2024
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion
Summary pending...
mlpbatch-normalizationoptimization
ICLR2024
Let Models Speak Ciphers: Multiagent Debate through Embeddings
Summary pending...
multiagent debatelarge language modelsinter-model communication
ICLR2024
Thin-Shell Object Manipulations With Differentiable Physics Simulations
Summary pending...
differentiable physics simulationthin-shell object manipulation
ICLR2024
On the Foundations of Shortcut Learning
Summary pending...
shortcut learningspurious correlationsarchitectural inductive bias
ICLR2024
Graph Metanetworks for Processing Diverse Neural Architectures
Summary pending...
Metanetworkgraphequivariance
ICLR2024
Learning to Reject Meets Long-tail Learning
Summary pending...
Learning to rejectbalanced errorevaluation metrics
ICLR2024
Zoology: Measuring and Improving Recall in Efficient Language Models
Summary pending...
nlplanguage modelsrepresentation learning
ICLR2024
CrossLoco: Human Motion Driven Control of Legged Robots via Guided Unsupervised Reinforcement Learning
Summary pending...
Human Motion Driven ControlLegged LocomotionUnsupervised Reinforcement Learning
ICLR2024
Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks
Summary pending...
Sensitive Information DeletionPrivacy AttacksModel editing
ICLR2024
Constrained Decoding for Cross-lingual Label Projection
Summary pending...
constrained decodinglabel projection
ICLR2024
Adaptive Federated Learning with Auto-Tuned Clients
Summary pending...
federated learningdistributed optimizationadaptive method
ICLR2024
Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
Summary pending...
mechanical metamaterialslatticeselasticity
ICLR2024
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
Summary pending...
distribution-free uncertainty quantificationlarge language modelsresponsible AI
ICLR2024
A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
Summary pending...
regret analysislearning in non-stationary gamesbandit feedback
ICLR2024
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
Summary pending...
Large Language ModelsSparsityActivation Function