NLP

Transformers, Language Models, Text Processing, Chatbots

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APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing

 📱Edge AI  Content type: Academic
arxiv.org·

ScaleSweep: Accurate NVFP4 Post-Training Quantization of LLMs via Block Scale Initialization

 🧠Neural Architecture  Content type: Academic
arxiv.org·

Multilingual Coreference Resolution via Cycle-Consistent Machine Translation

 📊Embeddings  Content type: Academic
arxiv.org·

An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response

 📱Edge AI  Content type: Academic
arxiv.org·

Pre-Intervention Prediction of Sparse Autoencoder Steering Side Effects

 🧠Neural Architecture  Content type: Academic
arxiv.org·

Predict and Reconstruct: Joint Objectives for Self-Supervised Language Representation Learning

 🧠Neural Architecture  Content type: Academic
arxiv.org·

Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels

 🧠Neural Architecture  Content type: Academic
arxiv.org·

GOTabPFN: From Feature Ordering to Compact Tokenization for Tabular Foundation Models on High-Dimensional Data

 📊Embeddings  Content type: Academic
arxiv.org·

LongMoE: Longitudinal Multimodal Learning via Trajectory-Aware Mixture-of-Experts

 🧠AI  Content type: Academic
arxiv.org·

AQIFormer: A Transformer-Based Multi-View Architecture for Cross-City Air Quality Classification

 🧠Neural Architecture  Content type: Academic
arxiv.org·

Anchor-Conditioned Compositional Control for Landscape Image Generation

 🧠Neural Architecture  Content type: Academic
arxiv.org·

UniDexTok: A Unified Dexterous Hand Tokenizer from Real Data

 👁️Computer Vision  Content type: Academic
arxiv.org·

DxPTA: An Architecture Design Space Exploration with Optical Dataflow-guided Strategy for HW/SW Co-Design of Photonic Transformer Accelerators

 🏗️Systems Design  Content type: Academic
arxiv.org·

Using the YOLOv12 Model for Verifying the Correct Color Sequence of Wires in Network Cables (Patch Cords) on the Production Line

 👁️Computer Vision  Content type: Academic
arxiv.org·

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

 🧠Neural Architecture  Content type: Academic
arxiv.org·

An Enhanced Geometric-Spectral Feature Learning Framework for Airborne Multispectral Point Cloud Classification

 🧠Neural Architecture  Content type: Academic
arxiv.org·

SRT: Super-Resolution for Time Series via Disentangled Rectified Flow

 🧠Neural Architecture  Content type: Academic
arxiv.org·

Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks

 🧠Neural Architecture  Content type: Academic
arxiv.org·

BioVid: Autoregressive Video Generation with Biological Behavior Semantic Comprehension

 🧠Neural Architecture  Content type: Academic
arxiv.org·

An Improved Generative Adversarial Network for Micro-Resistivity Imaging Logging Restoration

 🧠Neural Architecture  Content type: Academic
arxiv.org·

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