Papers
12094 papers
ICLR2024
Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning
Summary pending...
PrivacyFederated LearningGradient Leakage
ICLR2024
Score Models for Offline Goal-Conditioned Reinforcement Learning
Summary pending...
Robot LearningGoal-Conditioned Reinforcement LearningDeep Reinforcement Learning
ICLR2024
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
Summary pending...
Graph Neural NetworksAdversarial Robustness
ICLR2024
Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
Summary pending...
Diffusion Models；text-vision Condition；
ICLR2024
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs
Summary pending...
Large language modelsLong context handlingToken pruning
ICLR2024
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
Summary pending...
audioaudio-languagecompositional reasoning
ICLR2024
Dual RL: Unification and New Methods for Reinforcement and Imitation Learning
Summary pending...
Robot LearningOffline Imitation LearningOffline Reinforcement Learning
ICLR2024
A Precise Characterization of SGD Stability Using Loss Surface Geometry
Summary pending...
SGDlinear dynamicssharpness
ICLR2024
Towards Optimal Regret in Adversarial Linear MDPs with Bandit Feedback
Summary pending...
adversarial MDPspolicy optimizationbandit feedback
ICLR2024
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
Summary pending...
vision-language benchmarkspatio-temporal groundingvideo-language models
ICLR2024
Lemur: Integrating Large Language Models in Automated Program Verification
Summary pending...
Large Language ModelsFormal verification
ICLR2024
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
Summary pending...
Learning from DemonstrationManipulation3D Learning
ICLR2024
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
Summary pending...
Backdoor DetectionBackdoor AttackData Poisoning
ICLR2024
Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI
Summary pending...
data-centric AIhardness characterizationdata-centric ML
ICLR2024
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
Summary pending...
Diffusion Models; Score-based Models; Generative Models; Generative AI; Deep Generative Models; Distillation Models
ICLR2024
Consistent algorithms for multi-label classification with macro-at-$k$ metrics
Summary pending...
multi-label classificationcomplex performance metricsmacro-at-k
ICLR2024
Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods
Summary pending...
neural networknonlinear operator learningconvolutional network
ICLR2024
Tool-Augmented Reward Modeling
Summary pending...
Reward ModelLarge Language ModelTool Learning
ICLR2024
A Differentially Private Clustering Algorithm for Well-Clustered Graphs
Summary pending...
differential privacygraph clusteringsemidefinite programming
ICLR2024
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace
Summary pending...
dataset documentationdata-centric AIlarge-scale analysis