Papers
12094 papers
ICLR2025
ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration
Summary pending...
Inversion attack3D point cloud dataAutonomous vehicle
ICLR2025
SFESS: Score Function Estimators for $k$-Subset Sampling
Summary pending...
subsettop-kdifferentiable
ICLR2025
Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure
Summary pending...
sparsitygraphical lassolasso
ICLR2025
Projection Head is Secretly an Information Bottleneck
Summary pending...
Projection HeadContrastive LearningSelf-supervised Learning
ICLR2025
CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
Summary pending...
Causal DiscoveryBenchmarkingTime-series
ICLR2025
Rare event modeling with self-regularized normalizing flows: what can we learn from a single failure?
Summary pending...
rare event modelingnormalizing flowsBayesian inverse problems
ICLR2025
Dreamweaver: Learning Compositional World Models from Pixels
Summary pending...
compositional world modelsunsupervised object-centric learning
ICLR2025
Addressing Label Shift in Distributed Learning via Entropy Regularization
Summary pending...
label shifts; test-to-train importance ratio estimation for label distributions; entropy-based regularization; distributed learning
ICLR2025
MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory
Summary pending...
Generalist AgentsMinecraftPlace Event Memory
ICLR2025
UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation
Summary pending...
Large Language ModelsDetoxificationSafety
ICLR2025
Learning from negative feedback, or positive feedback or both
Summary pending...
Preference OptimizationPolicy OptimizationNegative Feedback
ICLR2025
Latent Bayesian Optimization via Autoregressive Normalizing Flows
Summary pending...
Bayesian optimizationnormalizing flow
ICLR2025
Durable Quantization Conditioned Misalignment Attack on Large Language Models
Summary pending...
LLM Safety AlignmentQuantization Conditioned Attack
ICLR2025
What's New in My Data? Novelty Exploration via Contrastive Generation
Summary pending...
dataset explorationnovelty detectioncontrastive decoding
ICLR2025
Rethinking Shapley Value for Negative Interactions in Non-convex Games
Summary pending...
Shapley valueInteractionFeature Attribution
ICLR2025
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
Summary pending...
transformer; video generation; diffusion
ICLR2025
QA-Calibration of Language Model Confidence Scores
Summary pending...
CalibrationLanguage Models
ICLR2025
Offline Hierarchical Reinforcement Learning via Inverse Optimization
Summary pending...
Offline Reinforcement LearningHierarchical Reinforcement Learning
ICLR2025
RecFlow: An Industrial Full Flow Recommendation Dataset
Summary pending...
recommendation systemrecommendation dataset