Papers
12094 papers
ICLR2024
Conformal Language Modeling
Summary pending...
conformal predictionuncertainty estimationlanguage models
ICLR2024
Critical Learning Periods Emerge Even in Deep Linear Networks
Summary pending...
critical learning periodsdeep neural networksgradient descent
ICLR2024
Robust NAS under adversarial training: benchmark, theory, and beyond
Summary pending...
neural architecture searchrobustnessbenchmark
ICLR2024
Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning
Summary pending...
Privacy AttackMembership InferenceData Poisoning
ICLR2024
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
Summary pending...
equivariant neural networksgraph neural networkscomputational physics
ICLR2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation
Summary pending...
self-supervised learningopen-world learningsegmentation
ICLR2024
Look, Remember and Reason: Grounded Reasoning in Videos with Language Models
Summary pending...
GroundingReasoningLanguage Models
ICLR2024
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
Summary pending...
Causal InferenceVariational AutoEncoderInstrumental Variable
ICLR2024
Evaluating the Zero-shot Robustness of Instruction-tuned Language Models
Summary pending...
Instruction TuningRobustnessLarge Language Models
ICLR2024
SmartPlay : A Benchmark for LLMs as Intelligent Agents
Summary pending...
Large Language Models
ICLR2024
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
Summary pending...
Cascaded generative modelsDiffusion modelsSymbolic Music Generation
ICLR2024
Belief-Enriched Pessimistic Q-Learning against Adversarial State Perturbations
Summary pending...
Reinforcement LearningRobustnessAdversarial Attack
ICLR2024
Skill or Luck? Return Decomposition via Advantage Functions
Summary pending...
reinforcement learningoff-policyadvantage function
ICLR2024
Learning dynamic representations of the functional connectome in neurobiological networks
Summary pending...
neural networksnon-negative tensor factorizationdynamic community detection
ICLR2024
Memory-Consistent Neural Networks for Imitation Learning
Summary pending...
Imitation LearningBehavior CloningDeep Learning
ICLR2024
CCIL: Continuity-Based Data Augmentation for Corrective Imitation Learning
Summary pending...
imitation learningdata augmentationrobotics
ICLR2024
Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
Summary pending...
proteinsconformational samplingdiffusion models
ICLR2024
Provable Robust Watermarking for AI-Generated Text
Summary pending...
text generationwatermarksecure ai
ICLR2024
Principled Architecture-aware Scaling of Hyperparameters
Summary pending...
Hyperparameter TransferNeural Network ArchitectureNeural Network Initialization
ICLR2024
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception
Summary pending...
Contrastive LearningBEV Perception