Papers
12094 papers
ICLR2024
Efficient Score Matching with Deep Equilibrium Layers
Summary pending...
score matchingdeep equilibrium modeldensity estimation
ICLR2024
Object centric architectures enable efficient causal representation learning
Summary pending...
object centric learningrepresentation learningdisentanglement
ICLR2024
Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality
Summary pending...
dataset distillationdataset condensation
ICLR2024
SWE-bench: Can Language Models Resolve Real-world Github Issues?
Summary pending...
Language modelsNatural language processingSoftware engineering
ICLR2024
BrainLM: A foundation model for brain activity recordings
Summary pending...
foundation modelfMRI
ICLR2024
Massive Editing for Large Language Models via Meta Learning
Summary pending...
Language ModelModel EditingMeta Learning
ICLR2024
Safe and Robust Watermark Injection with a Single OoD Image
Summary pending...
BackdoorWatermarkingrobustness
ICLR2024
Few-Shot Detection of Machine-Generated Text using Style Representations
Summary pending...
machine text detectionlarge language modelsAI safety
ICLR2024
Boundary Denoising for Video Activity Localization
Summary pending...
video activity localizationboundary denoising
ICLR2024
A Probabilistic Framework for Modular Continual Learning
Summary pending...
continual learningmodular machine learningmodular continual learning
ICLR2024
Poly-View Contrastive Learning
Summary pending...
Contrastive learningSelf-Supervised LearningSimCLR
ICLR2024
Conversational Drug Editing Using Retrieval and Domain Feedback
Summary pending...
Large Language Modelspromptretrieval
ICLR2024
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
Summary pending...
large language modelspretrainingoptimization in deep learning
ICLR2024
An Efficient Tester-Learner for Halfspaces
Summary pending...
testable learningpac learningagnostic learning
ICLR2024
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
Summary pending...
3D referring3D visual groundinglocalization
ICLR2024
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
Summary pending...
Large Language ModelEfficient InferenceGenerative Inference
ICLR2024
Visual Data-Type Understanding does not emerge from scaling Vision-Language Models
Summary pending...
Data-Type UnderstandingVision-Language ModelsScaling
ICLR2024
Improved Active Learning via Dependent Leverage Score Sampling
Summary pending...
leverage score samplingactive learningpolynomial regression
ICLR2024
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds
Summary pending...
poisoningadversarial machine learninggroup robustness
ICLR2024
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
Summary pending...
SocialInteractionAgent