Self-Supervised Learning

Improving Visual Prompt Tuning for Self-supervised Vision Transformers ICML 2023 Improving Visual Representation Learning Through Perceptual Understanding CVPR 2023 Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning AAAI 2023 Indescribable Multi-Modal Spatial Evaluator CVPR 2023 InfoNCE Loss Provably Learns Cluster-Preserving Representations COLT 2023 infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023 In-sample Curriculum Learning by Sequence Completion for Natural Language Generation ACL 2023 Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes NeurIPS 2023 Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models CVPR 2023 Introducing Semantics into Speech Encoders ACL 2023 iVS-Net: Learning Human View Synthesis from Internet Videos ICCV 2023 Jointly Learning Visual and Auditory Speech Representations from Raw Data ICLR 2023 Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering AAAI 2023 Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023 JR2Net: Joint Monocular 3D Face Reconstruction and Reenactment AAAI 2023 KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training NeurIPS 2023 KICE: A Knowledge Consolidation and Expansion Framework for Relation Extraction AAAI 2023 KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023 Language Model Pre-training on True Negatives AAAI 2023 Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition Interspeech 2023 Large Language Models Can Self-Improve EMNLP 2023 Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NeurIPS 2023 Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023 Laughter Synthesis using Pseudo Phonetic Tokens with a Large-scale In-the-wild Laughter Corpus Interspeech 2023 Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations ICLR 2023