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Transformers

9294 directly classified papers

Papers per year

Papers

milliMamba: Specular-Aware Human Pose Estimation via Dual mmWave Radar with Multi-Frame Mamba Fusion WACV 2026

Learning Mask-Aware Offsets: Two-branch Deformable Attention Networks for Inpainting with Masked Region Avoidance WACV 2026

Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026

MulTiCast: A Multimodal Time Series Forecasting System AAAI 2026

Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models EACL 2026

Automated Suturing Skill Assessment in Robot-assisted Surgery from Endoscopic Videos using Clinically-guided Evaluation Criteria WACV 2026

Life, Machine Learning, and the Search for Habitability: Predicting Biosignature Fluxes for the Habitable Worlds Observatory AAAI 2026

From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production AAAI 2026

Memorization and Expressivity in Transformers: A Learning-Theoretic Perspective AAAI 2026

Multimodal Coarse-to-Local Transformer for End-to-End Autonomous Driving (Student Abstract) AAAI 2026

Topo-GraT: Learning to Grow with Causal Graph Transformers (Student Abstract) AAAI 2026

AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data AAAI 2026

Radar Instance Transformer: Reliable Moving Instance Segmentation in Sparse Radar Point Clouds (Abstract Reprint) AAAI 2026

DCRNet: Delayed Conversion Modeling Based Personalized Flight Itinerary Ranking Network AAAI 2026

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026

Quiet Feature Learning in Algorithmic Tasks AAAI 2026

Deep Extreme Transformer: Tackling Zero-Inflated Time Series for Precipitation Prediction AAAI 2026

ALERT: Adversarial Learning Enhanced Stability-aware Routing Transformer for Adaptive Depression Detection AAAI 2026

Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling AAAI 2026

Symmetry-Aware Transformer Training for Automated Planning AAAI 2026

WhisperDiari: A Whisper-Based Speaker Diarization Framework in Token Space Leveraging Semantic and Speaker Information for Better Text Adaptability AAAI 2026

Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios AAAI 2026

PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026

LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs AAAI 2026

SAOT: An Enhanced Locality-Aware Spectral Transformer for Solving PDEs AAAI 2026