Papers
12094 papers
ICLR2024
CABINET: Content Relevance-based Noise Reduction for Table Question Answering
Summary pending...
Table Question AnsweringLarge Language ModelsNoise Reduction
ICLR2024
Denoising Task Routing for Diffusion Models
Summary pending...
Diffusion Model ArchitectureMulti-Task Learning (MTL)Diffusion Models
ICLR2024
DOS: Diverse Outlier Sampling for Out-of-Distribution Detection
Summary pending...
out-of-distribution detectiondata-centric artificial intelligence
ICLR2024
Multi-View Causal Representation Learning with Partial Observability
Summary pending...
causal representation learning; identifiability
ICLR2024
Global Optimality for Non-linear Constrained Restoration Problems via Invexity
Summary pending...
Constrained optimizationInvexityQuasi-invexity
ICLR2024
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?
Summary pending...
domain adaptation; feature transferability;
ICLR2024
Do Generated Data Always Help Contrastive Learning?
Summary pending...
Contrastive LearningDiffusion ModelRepresentation Learning
ICLR2024
Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks
Summary pending...
adversarial attacksadversarial defenseblack-box attacks
ICLR2024
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
Summary pending...
large language modelmultimodalmedical imaging
ICLR2024
Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data
Summary pending...
reinforcement learningself-supervised learningcontrastive learning
ICLR2024
Navigating the Design Space of Equivariant Diffusion-Based Generative Models for De Novo 3D Molecule Generation
Summary pending...
Generative ModellingMolecule DesignDenoising Diffusion Probabilistic Models
ICLR2024
Hindsight PRIORs for Reward Learning from Human Preferences
Summary pending...
preference based reinforcement learningworld modelsreturn redistribution
ICLR2024
Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution
Summary pending...
Multi-Agent CooperationCredit AssignmentHomogeneous and Heterogeneous Cooperative Tasks
ICLR2024
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training
Summary pending...
Adversarial trainingAdversarial RobustnessGeneralization
ICLR2024
Traveling Waves Encode The Recent Past and Enhance Sequence Learning
Summary pending...
RNNsTraveling WavesMemory
ICLR2024
Mitigating Emergent Robustness Degradation while Scaling Graph Learning
Summary pending...
Graph neural network
ICLR2024
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
Summary pending...
Vision generalistsText-to-image modelsMulti-task learning
ICLR2024
Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning
Summary pending...
Modular skill learningMulti-task learningParameter-Efficient
ICLR2024
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
Summary pending...
Multi-agent reinforcement learningepisodic controlepisodic incentive
ICLR2024
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
Summary pending...
Medical SegmentationMedical ImagingFairness Learning