Self-Supervised Learning

Multi-View Representation is What You Need for Point-Cloud Pre-Training ICLR 2024 Multiway Point Cloud Mosaicking with Diffusion and Global Optimization CVPR 2024 MusicFlow: Cascaded Flow Matching for Text Guided Music Generation ICML 2024 Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model AAAI 2024 NCL_NLP at SemEval-2024 Task 7: CoT-NumHG: A CoT-Based SFT Training Strategy with Large Language Models for Number-Focused Headline Generation SemEval 2024 NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024 NEFTune: Noisy Embeddings Improve Instruction Finetuning ICLR 2024 NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution AAAI 2024 NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication CoNLL 2024 NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields ECCV 2024 Neural 3D Strokes: Creating Stylized 3D Scenes with Vectorized 3D Strokes CVPR 2024 Neural Compression Augmentation for Contrastive Audio Representation Learning Interspeech 2024 Neural Embeddings for kNN Search in Biological Sequence AAAI 2024 Neural Isometries: Taming Transformations for Equivariant ML NeurIPS 2024 Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces CVPR 2024 Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation CVPR 2024 Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NeurIPS 2024 Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning ICLR 2024 Neuro-Symbolic Data Generation for Math Reasoning NeurIPS 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024 NExT: Teaching Large Language Models to Reason about Code Execution ICML 2024 NodeMixup: Tackling Under-Reaching for Graph Neural Networks AAAI 2024 Noise, Novels, Numbers. A Framework for Detecting and Categorizing Noise in Danish and Norwegian Literature EMNLP 2024 No More Shortcuts: Realizing the Potential of Temporal Self-Supervision AAAI 2024 Non-contrastive sentence representations via self-supervision NAACL 2024