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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024
Functional Flow Matching AISTATS 2024
How Good is a Single Basin? AISTATS 2024
Generative Flow Networks as Entropy-Regularized RL AISTATS 2024
Multi-resolution Time-Series Transformer for Long-term Forecasting AISTATS 2024
Self-Supervised Quantization-Aware Knowledge Distillation AISTATS 2024
A General Theoretical Paradigm to Understand Learning from Human Preferences AISTATS 2024
On the Generalization Ability of Unsupervised Pretraining AISTATS 2024
Deep Classifier Mimicry without Data Access AISTATS 2024
Differentiable Rendering with Reparameterized Volume Sampling AISTATS 2024
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs AISTATS 2024
Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning CLEAR 2024
Adaptive Reinforcement Tuning Language Models as Hard Data Generators for Sentence Representation COLING 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models COLING 2024
Alleviating Exposure Bias in Abstractive Summarization via Sequentially Generating and Revising COLING 2024
A Matter of Perspective: Building a Multi-Perspective Annotated Dataset for the Study of Literary Quality COLING 2024
A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024
Audiocite.net : A Large Spoken Read Dataset in French COLING 2024
BengaliLCP: A Dataset for Lexical Complexity Prediction in the Bengali Texts COLING 2024
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses COLING 2024
CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis COLING 2024
ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting COLING 2024
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization COLING 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024
Context Shapes Emergent Communication about Concepts at Different Levels of Abstraction COLING 2024