Self-Supervised Learning

Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024 Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language CVPR 2024 SeqRank: Sequential Ranking of Salient Objects AAAI 2024 SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024 SfmCAD: Unsupervised CAD Reconstruction by Learning Sketch-based Feature Modeling Operations CVPR 2024 SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction WACV 2024 SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds CVPR 2024 ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation CVPR 2024 Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition IJCAI 2024 SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models NeurIPS 2024 Sieve: Multimodal Dataset Pruning using Image Captioning Models CVPR 2024 SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024 SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NeurIPS 2024 SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction NeurIPS 2024 SODA: Bottleneck Diffusion Models for Representation Learning CVPR 2024 SOHES: Self-supervised Open-world Hierarchical Entity Segmentation ICLR 2024 SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos CVPR 2024 SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NeurIPS 2024 SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream CVPR 2024 SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams NeurIPS 2024 SPU-PMD: Self-Supervised Point Cloud Upsampling via Progressive Mesh Deformation CVPR 2024 State Chrono Representation for Enhancing Generalization in Reinforcement Learning NeurIPS 2024 Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024 Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024 STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization (Student Abstract) AAAI 2024