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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision AAAI 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning NIPS 2024
CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts NIPS 2024
Algebraic Positional Encodings NIPS 2024
Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input NIPS 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications EMNLP 2024
Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024
Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis EMNLP 2024
Personas as a Way to Model Truthfulness in Language Models EMNLP 2024
Predicting Text Preference Via Structured Comparative Reasoning ACL 2024
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection EMNLP 2024
Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness NIPS 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024
Harnessing small projectors and multiple views for efficient vision pretraining NIPS 2024
Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024
JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024
Feature Transportation Improves Graph Neural Networks AAAI 2024