representation learning

3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition NeurIPS 2024 AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024 ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness COLING 2024 Abrupt Learning in Transformers: A Case Study on Matrix Completion NeurIPS 2024 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers ICLR 2024 Accelerating Augmentation Invariance Pretraining NeurIPS 2024 Accelerating Sparse Autoencoder Training via Layer-Wise Transfer Learning in Large Language Models EMNLP 2024 A Closer Look at Clustering Bilingual Comparable Corpora COLING 2024 A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning NeurIPS 2024 A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks ICLR 2024 A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models NAACL 2024 A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond EACL 2024 A Concept-Based Explainability Framework for Large Multimodal Models NeurIPS 2024 Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment Interspeech 2024 A Critical Study of What Code-LLMs (Do Not) Learn ACL 2024 Activation Scaling for Steering and Interpreting Language Models EMNLP 2024 Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024 Adaptive Slot Attention: Object Discovery with Dynamic Slot Number CVPR 2024 Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations AAAI 2024 AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024 ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process ICLR 2024 Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning ICLR 2024 Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024 Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment NeurIPS 2024