Self-Supervised Learning

Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025 Lifting Motion to the 3D World via 2D Diffusion CVPR 2025 Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025 LinearVC: Linear Transformations of Self-Supervised Features Through the Lens of Voice Conversion Interspeech 2025 LLM Attributor: Interactive Visual Attribution for LLM Generation AAAI 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025 LLM Roleplay: Simulating Human-Chatbot Interaction ACL 2025 LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025 Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025 LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025 LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025 LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025 MAGMA: Manifold Regularization for MAEs WACV 2025 MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025 Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025 MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps CVPR 2025 MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025 MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025 Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025