Sequence Modeling

Adaptive Capacity Autoregressive Visual Tracking CVPR 2026 A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens CVPR 2026 "AGI” Team at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 AKCMamba-YOLO: Selective State Space Models For Real-Time Object Detection CVPR 2026 Amadeus: Autoregressive Model with Bidirectional Attribute Modelling for Symbolic Music ACL 2026 ARMFlow: AutoRegressive MeanFlow for Online 3D Human Reaction Generation CVPR 2026 A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting ACL 2026 BAgger: Backwards Aggregation for Mitigating Drift in Autoregressive Video Diffusion Models CVPR 2026 BHCast: Unlocking Black Hole Plasma Dynamics from a Single Blurry Image with Long-Term Forecasting CVPR 2026 Bidirectional Query-Driven Generation of Parametric CAD Sketch CVPR 2026 Differentiable Filtering for Learning Hidden Markov Models L4DC 2026 Drift-Resilient Temporal Priors for Visual Tracking CVPR 2026 Empirical Analysis of Decoding Biases in Masked Diffusion Models ACL 2026 Error Analyses of Auto-Regressive Video Diffusion Models JMLR 2026 Exemplar-Free Continual Learning for State Space Models CVPR 2026 Gamba: Mamba-based graph convolutional network with dynamic graph topology learning for action recognition CVPR 2026 Gated KalmaNet: A Fading Memory Layer through Test-time Ridge Regression CVPR 2026 GenomeQA: Benchmarking General Large Language Models for Genome Sequence Understanding ACL 2026 HieraMamba: Video Temporal Grounding via Hierarchical Anchor-Mamba Pooling CVPR 2026 Lacuna Inc. at SemEval-2026 Task 4: Structurally Gated State-Space Models for Disentangling Narrative Similarity SemEval 2026 LiveGesture: Streamable Co-Speech Gesture Generation Model CVPR 2026 LongStream: Long-Sequence Streaming Autoregressive Visual Geometry CVPR 2026 MS-Temba: Multi-Scale Temporal Mamba for Understanding Long Untrimmed Videos CVPR 2026 Next-Scale Autoregressive Models for Text-to-Motion Generation CVPR 2026 OpenFS: Multi-Hand-Capable Fingerspelling Recognition with Implicit Signing-Hand Detection and Frame-Wise Letter-Conditioned Synthesis CVPR 2026