Papers
12094 papers
ICLR2024
Closing the Curious Case of Neural Text Degeneration
Summary pending...
softmaxbottlenecktruncation
ICLR2024
Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation
Summary pending...
3D Pose EstimationUnsupervised LearningNeural Rendering
ICLR2024
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization
Summary pending...
Algorithmic FairnessDistributionally Robust OptimizationDistribution Shift
ICLR2024
Eureka: Human-Level Reward Design via Coding Large Language Models
Summary pending...
Large Language ModelsReinforcement LearningDexterous Manipulation
ICLR2024
Estimating Shape Distances on Neural Representations with Limited Samples
Summary pending...
representational geometryshape metricsdissimilarity metrics
ICLR2024
Distributional Preference Learning: Understanding and Accounting for Hidden Context in RLHF
Summary pending...
Preference LearningReinforcement Learning from Human FeedbackSocial Choice Theory
ICLR2024
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs
Summary pending...
Deep Learning TheorySample ComplexityConvolutional Neural Networks
ICLR2024
Improved algorithm and bounds for successive projection
Summary pending...
Simplexvertex huntingsuccessive projection
ICLR2024
Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference
Summary pending...
Learning disentangled representationsGeneralizationWeak supervised learning
ICLR2024
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models
Summary pending...
active learningLewis weight samplingmachine learning
ICLR2024
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
Summary pending...
AI SafetyLarge Language ModelsFine-tuning
ICLR2024
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
Summary pending...
ExplainabilityInterpretabilityTransformer
ICLR2024
Can LLM-Generated Misinformation Be Detected?
Summary pending...
Large Language Modelsmisinformation
ICLR2024
Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning
Summary pending...
sharpness-aware minimizationrepresentation learningspurious correlations
ICLR2024
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
Summary pending...
Vector Graphics GenerationCode GenerationScience Generation
ICLR2024
Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community
Summary pending...
human feedbacktext to imagegenerative AI
ICLR2024
PubDef: Defending Against Transfer Attacks From Public Models
Summary pending...
adversarial robustnessadversarial examplestransfer attack
ICLR2024
On Diffusion Modeling for Anomaly Detection
Summary pending...
Diffusion based modelsAnomaly detectionProbabilistic Inference
ICLR2024
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization
Summary pending...
mathematical reasoningautoformalizationautomated theorem proving
ICLR2024
Detecting Pretraining Data from Large Language Models
Summary pending...
Large language modelsdetecting pretraining data