Tech Times

Baidu OCR Breaks Long-Document Memory Wall: New Architecture Beats DeepSeek

Open-source OCR from Baidu eliminates the GPU memory wall that limits long-document parsing. Unlimited OCR uses a constant KV ...
IEEE

Interpretable Merging-Vehicle Acceleration Prediction via a Decoder-Only Transformer and Attention Map Clustering

Abstract: This paper proposes a decoder-only Transformer model for analyzing and clustering vehicle-to-vehicle interactions in highway merge zones. Leveraging deep learning, the model captures complex ...
GitHub

meanflow_transformers_with_representation_autoencoders.md

Latest commit History History 154 lines (113 loc) · 15.3 KB Paper-Notes docs CVPR2026 image_generation meanflow_transformers_with_representation_autoencoders.md File metadata and controls Preview Code ...
LinkedIn

Understanding Transformers and Hugging Face: From Attention to Real-World NLP Applications

Natural Language Processing (NLP) is a branch of Artificial Intelligence that enables computers to understand, interpret, and generate human language. NLP powers many modern applications such as ...
GitHub

Input Encoders for Multi-Channel Signal Transformers

Recommendation. Default to nn.Linear(C, d_model) — it's the simplest thing that works and we never decisively beat it, because the per-channel projections spontaneously orthogonalise when the task ...
NPR

New research helps explain how human brains are able decode speech so quickly

Scientists are learning how the brain extracts discrete words from a continuous stream of sounds. UNIDENTIFIED PERSON #1: (Speaking Japanese). SUMMERS: Unless you speak Japanese, that probably sounded ...
IEEE

Efficient Pruning and Acceleration of Encoder-Based LLM Transformers on eFPGAs

Abstract: Transformer encoders such as Bidirectional Encoder Representations from Transformers (BERT) are widely adopted for Natural Language Processing (NLP) tasks, yet their computational and memory ...