Papers
12094 papers
ICLR2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation
Summary pending...
self-supervised learningopen-world learningsegmentation
ICLR2024
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
Summary pending...
equivariant neural networksgraph neural networkscomputational physics
ICLR2024
Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning
Summary pending...
Privacy AttackMembership InferenceData Poisoning
ICLR2024
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
Summary pending...
Drug DesignMolecule GenerationDeep Learning
ICLR2024
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection
Summary pending...
Backdoor Input DetectionBackdoor DefenseAI Security
ICLR2024
Improved Probabilistic Image-Text Representations
Summary pending...
Probabilistic embeddingimage-text matchingcross-modal retrieval
ICLR2024
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos
Summary pending...
procedure planning; instructional video; state changes; large language models; vision and language alignment
ICLR2024
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation
Summary pending...
Representation LearningSpurious CorrelationsSelf-supervised Learning
ICLR2024
Implicit bias of SGD in $L_2$-regularized linear DNNs: One-way jumps from high to low rank
Summary pending...
implicit biasSGDlow-rank
ICLR2024
Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features
Summary pending...
distribution-shift robustnessfine-tuningadaptation
ICLR2024
Reasoning with Latent Diffusion in Offline Reinforcement Learning
Summary pending...
Reinforcement LearningDiffusion Models
ICLR2024
The Hidden Language of Diffusion Models
Summary pending...
InterpretabilityExplainabilityText-to-image models
ICLR2024
Self-Consuming Generative Models Go MAD
Summary pending...
Generative ModelsSynthetic DataSampling Bias
ICLR2024
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
Summary pending...
Federated LearningContinual LearningCatastrophic Forgetting
ICLR2024
MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods
Summary pending...
Generative modelsNatural language generationNeural machine translation
ICLR2024
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Summary pending...
sparsitypruningnatural robustness
ICLR2024
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
Summary pending...
Large Language ModelsTable Reasoning
ICLR2024
Neurosymbolic Grounding for Compositional World Models
Summary pending...
neurosymbolic learningmachine learningworld modeling
ICLR2024
Entropy Coding of Unordered Data Structures
Summary pending...
graph compressionentropy codingneural compression
ICLR2024
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles
Summary pending...
Learng from human feedbackzeroth-order optimizationStable Diffusion