Papers
12094 papers
ICLR2024
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
Summary pending...
llmsinstruction tuningsafety
ICLR2024
Feature emergence via margin maximization: case studies in algebraic tasks
Summary pending...
inductive biasmargin maximizationfeature learning
ICLR2024
Masked Audio Generation using a Single Non-Autoregressive Transformer
Summary pending...
Audio modelingaudio generationmusic generation
ICLR2024
GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models
Summary pending...
Joint shape matching;shape generator;implicit representation;geometric regularization
ICLR2024
Self-Alignment with Instruction Backtranslation
Summary pending...
large language modelsself-supervised learningdata augmentation
ICLR2024
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model
Summary pending...
deep learningcontinual learningoverparameterization
ICLR2024
Fast Imitation via Behavior Foundation Models
Summary pending...
Behavior Foundation Modelsunsupervised reinforcement learningimitation learning
ICLR2024
Robust Model Based Reinforcement Learning Using $\mathcal{L}_1$ Adaptive Control
Summary pending...
Robust controlReinforcement learning
ICLR2024
Bridging Neural and Symbolic Representations with Transitional Dictionary Learning
Summary pending...
Unsupervised LearningCompositional representationneural-symbolic learning
ICLR2024
Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion
Summary pending...
discrete diffusion; world model; autonomous driving
ICLR2024
Large Language Models Cannot Self-Correct Reasoning Yet
Summary pending...
Large Language ModelsSelf-CorrectionReasoning
ICLR2024
ZeRO++: Extremely Efficient Collective Communication for Large Model Training
Summary pending...
low-precision LLM pretraining2 bitsauto compression
ICLR2024
Leveraging Optimization for Adaptive Attacks on Image Watermarks
Summary pending...
watermarkingadaptive attacksoptimization
ICLR2024
Towards a statistical theory of data selection under weak supervision
Summary pending...
Data SelectionEmpirical Risk MinimizationInfluence Functions
ICLR2024
$\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation
Summary pending...
Shape ModelingMedical Shape AnalysisInterpretable Representation
ICLR2024
MVDream: Multi-view Diffusion for 3D Generation
Summary pending...
Image Generation3D GenerationDiffusion Model
ICLR2024
Linear attention is (maybe) all you need (to understand Transformer optimization)
Summary pending...
Transformeroptimizationadam
ICLR2024
Classification with Conceptual Safeguards
Summary pending...
classificationselective classificationconcept bottleneck models
ICLR2024
Machine Unlearning for Image-to-Image Generative Models
Summary pending...
Machine UnlearningGenerative ModelsDiffusion Models