Papers
12094 papers
ICLR2024
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models
Summary pending...
Vision-Language ModelsZero-Shot GeneralizationTest-Time Adaptation
ICLR2024
Identifiable Latent Polynomial Causal Models through the Lens of Change
Summary pending...
Latent Causal ModelsCausal RepresentationsIdentifiability
ICLR2024
Federated Recommendation with Additive Personalization
Summary pending...
Federated LearningFederated Recommendation System
ICLR2024
Achieving Human Parity in Content-Grounded Datasets Generation
Summary pending...
Data Generationcontent grounded long-form question-answeringsummarization
ICLR2024
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
Summary pending...
Symbolic MathematicsPre-trainingTransformers
ICLR2024
Teaching Large Language Models to Self-Debug
Summary pending...
large language modelself-debugging
ICLR2024
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions
Summary pending...
score-based generative modelsBarron spacecurse of dimensionality
ICLR2024
Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates
Summary pending...
reinforcement learningdata augmentationmodel-free
ICLR2024
Multimodal Molecular Pretraining via Modality Blending
Summary pending...
multimodal molecular pretrainingmolecular representation learningmodality blending
ICLR2024
Learning with Language-Guided State Abstractions
Summary pending...
human-ai interactionstate abstractions
ICLR2024
ReLoRA: High-Rank Training Through Low-Rank Updates
Summary pending...
language modelspre-trainingtraining efficiency
ICLR2024
Teaching Language Models to Hallucinate Less with Synthetic Tasks
Summary pending...
hallucinationlarge language modelssynthetic data
ICLR2024
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model
Summary pending...
transfer learningpretrainingweak-to-strong transfer
ICLR2024
Enabling Lanuguage Models to Implicitly Learn Self-Improvement
Summary pending...
large language models; self-improvement; alignment
ICLR2024
Modulate Your Spectrum in Self-Supervised Learning
Summary pending...
self-supervised learningwhiteningdimensional collapse
ICLR2024
Flow Matching on General Geometries
Summary pending...
general manifoldsdiffusion modelscontinuous normalizing flow
ICLR2024
Guess & Sketch: Language Model Guided Transpilation
Summary pending...
transpilationprogram translationassembly code
ICLR2024
Horizon-Free Regret for Linear Markov Decision Processes
Summary pending...
Linear MDP; horizon-freeregret analysis
ICLR2024
Probabilistic Adaptation of Black-Box Text-to-Video Models
Summary pending...
Controllable video generationprobabilistic adaptationvideo diffusion
ICLR2024
Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing
Summary pending...
calibrationreliabilityECE