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Papers
A Structure-aware and Motion-adaptive Framework for 3D Human Pose Estimation with Mamba
ICCV 2025
Attention-Free Dual-Mode ASR with Latency-Controlled Selective State Spaces
Interspeech 2025
Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation
ICCV 2025
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
ICLR 2025
AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting
AutoML 2025
Autoregressive Pretraining with Mamba in Vision
ICLR 2025
Backward Filtering Forward Guiding
JMLR 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering
CVPR 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing
CVPR 2025
Boosting Vision State Space Model with Fractal Scanning
AAAI 2025
Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis
ICCV 2025
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach
ACL 2025
BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement
AAAI 2025
CamPoint: Boosting Point Cloud Segmentation with Virtual Camera
CVPR 2025
CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image Segmentation
WACV 2025
Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression
ICCV 2025
Category Prompt Mamba Network for Nuclei Segmentation and Classification
AAAI 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders
IJCNLP 2025
Classifying Copy Number Variations Using State Space Modeling of Targeted Sequencing Data: A Case Study in Thalassemia
MLHC 2025
CLIMB-ReID: A Hybrid CLIP-Mamba Framework for Person Re-Identification
AAAI 2025
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference
AAAI 2025
CodeSSM: Towards State Space Models for Code Understanding
EMNLP 2025
Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion
CVPR 2025
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
ICLR 2025
CoSER: Towards Consistent Dense Multiview Text-to-Image Generator for 3D Creation
CVPR 2025