Papers
12094 papers
ICLR2024
Learning Planning Abstractions from Language
Summary pending...
Planning and LearningLearning AbstractionsCompositional Generalization
ICLR2024
One-shot Empirical Privacy Estimation for Federated Learning
Summary pending...
differential privacyfederated learningempirical privacy
ICLR2024
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing
Summary pending...
FairnessDROAdversarial Learning
ICLR2024
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing
Summary pending...
Lipschitzrandomized smoothingmargin
ICLR2024
Reclaiming the Source of Programmatic Policies: Programmatic versus Latent Spaces
Summary pending...
programmatic policyreinforcement 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
ICLR2024
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
Summary pending...
retrieval-augmented language modellarge language modelknowledge intensive NLP
ICLR2024
Debiasing Attention Mechanism in Transformer without Demographics
Summary pending...
FairnessTransformerAttention
ICLR2024
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
Summary pending...
transformerattentioncontext-free languages
ICLR2024
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment
Summary pending...
remote sensingvision-language modelszero-shot
ICLR2024
Time-Varying Propensity Score to Bridge the Gap between the Past and Present
Summary pending...
model adaptation to changing datadistribution shift
ICLR2024
Batched Low-Rank Adaptation of Foundation Models
Summary pending...
LLM AdaptationLow-rankCode Generation
ICLR2024
Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization
Summary pending...
diffusion models; score estimation; neural networks; neural tangent kernels
ICLR2024
Contrastive Preference Learning: Learning from Human Feedback without Reinforcement Learning
Summary pending...
reinforcement learning from human feedbackpreference-based RLhuman-in-the-loop RL