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Papers
BOSCH: Black-Box Binary Optimization for Short-Context Attention-Head Selection in LLMs
ACL 2026
Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation
CVPR 2026
Compression Barriers in Autoregressive Transformers
COLT 2025
Enhancing Image Restoration Transformer via Adaptive Translation Equivariance
ICCV 2025
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis
ICML 2025
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
ICLR 2025
Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements
EMNLP 2025
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval
ICLR 2025
SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates
AAAI 2025
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling
EMNLP 2025
Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
NeurIPS 2024
Simple linear attention language models balance the recall-throughput tradeoff
ICML 2024
Neighborhood Attention Transformer
CVPR 2023
SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition
Interspeech 2023