Papers
12094 papers
ICLR2024
Text2Reward: Reward Shaping with Language Models for Reinforcement Learning
Summary pending...
reinforcement learning; large language models; robotics
ICLR2024
An Unforgeable Publicly Verifiable Watermark for Large Language Models
Summary pending...
WatermarkLarge Language ModelsModel Security
ICLR2024
SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models
Summary pending...
InterpretationStructured outputEnergy function
ICLR2024
COSA: Concatenated Sample Pretrained Vision-Language Foundation Model
Summary pending...
Vision-Language Foundation ModelVideo-Language Pretraining
ICLR2024
Win-Win: Training High-Resolution Vision Transformers from Two Windows
Summary pending...
Vision transformersHigh resolutionDense tasks
ICLR2024
BRUSLEATTACK: A QUERY-EFFICIENT SCORE- BASED BLACK-BOX SPARSE ADVERSARIAL ATTACK
Summary pending...
AI SafetyTrustworthy Machine LearningMachine Learning Robustness
ICLR2024
Effective pruning of web-scale datasets based on complexity of concept clusters
Summary pending...
pruninglarge-scaledata curation
ICLR2024
Fully Hyperbolic Convolutional Neural Networks for Computer Vision
Summary pending...
hyperbolic neural networkshyperbolic image embeddinghyperbolic vision models. hyperboloid representation
ICLR2024
Intriguing Properties of Data Attribution on Diffusion Models
Summary pending...
Data AttributionDiffusion Models
ICLR2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
Summary pending...
intent recognitionmultimodal datasetout-of-scope detection
ICLR2024
Diverse Projection Ensembles for Distributional Reinforcement Learning
Summary pending...
ProjectionsEpistemic UncertaintyEnsembles
ICLR2024
Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video
Summary pending...
Dynamic object generation
ICLR2024
Near-Optimal Quantum Algorithm for Minimizing the Maximal Loss
Summary pending...
Quantum AlgorithmsQuantum Query ComplexityConvex Optimization
ICLR2024
Noise-free Score Distillation
Summary pending...
score distillation samplinggenerative modelstext to image
ICLR2024
Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing
Summary pending...
modular neural network; module selection process; adaptive learning
ICLR2024
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
Summary pending...
uncertaintysegmentationvalidation
ICLR2024
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
Summary pending...
Few-shot learningVisual reasoningOpen world learning
ICLR2024
Sparsistency for inverse optimal transport
Summary pending...
Optimal transportsparsitysparsistency
ICLR2024
Neural Contractive Dynamical Systems
Summary pending...
learning from demonstrationdynamical systemscontraction theory
ICLR2024
OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS
Summary pending...
Memorizationexpressive power of networkoptimal robust memorization