representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting IJCAI 2024

Contrastive Learning Is Not Optimal for Quasiperiodic Time Series IJCAI 2024

Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation IJCAI 2024

DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis IJCAI 2024

Towards a Framework for Learning of Algorithms: The Case of Learned Comparison Sorts IJCAI 2024

Zero-Shot Sketch Based Image Retrieval via Modality Capacity Guidance IJCAI 2024

IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making IJCAI 2024

TFWT: Tabular Feature Weighting with Transformer IJCAI 2024

EAT: Self-Supervised Pre-Training with Efficient Audio Transformer IJCAI 2024

Human-oriented Representation Learning for Robotic Manipulation RSS 2024

Octo: An Open-Source Generalist Robot Policy RSS 2024

Learning Manipulation by Predicting Interaction RSS 2024

RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts SEMEVAL 2024

Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024

Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes EMNLP 2024

Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective EMNLP 2024

If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024

Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs EMNLP 2024

mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models EACL 2024

Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024

Automated Tone Transcription and Clustering with Tone2Vec EMNLP 2024

Exploring Intra and Inter-language Consistency in Embeddings with ICA EMNLP 2024

Understanding Higher-Order Correlations Among Semantic Components in Embeddings EMNLP 2024

Message Passing on Semantic-Anchor-Graphs for Fine-grained Emotion Representation Learning and Classification EMNLP 2024

Backward Lens: Projecting Language Model Gradients into the Vocabulary Space EMNLP 2024