Deep Learning

Satellite to GroundScape - Large-scale Consistent Ground View Generation from Satellite Views CVPR 2025 SAT-HMR: Real-Time Multi-Person 3D Mesh Estimation via Scale-Adaptive Tokens CVPR 2025 SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders ICCV 2025 SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection AAAI 2025 SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion ICML 2025 Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025 ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization MLHC 2025 Scalability Enhancement and Data-Heterogeneity Awareness in Gradient Tracking based Decentralized Bayesian Learning L4DC 2025 Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier ICLR 2025 Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation EMNLP 2025 Scalable and Efficient Probabilistic Inference for Bayesian Deep Learning and Generative Modeling AAAI 2025 Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference UAI 2025 Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025 Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction ICLR 2025 Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics ICLR 2025 Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025 Scalable Equilibrium Sampling with Sequential Boltzmann Generators ICML 2025 Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025 Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching ICML 2025 Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition AAAI 2025 Scalable Image Tokenization with Index Backpropagation Quantization ICCV 2025 Scalable Implicit Graphon Learning AISTATS 2025 Scalable Mechanistic Neural Networks ICLR 2025 Scalable Model Merging with Progressive Layer-wise Distillation ICML 2025 Scalable Non-Equivariant 3D Molecule Generation via Rotational Alignment ICML 2025