Transformers

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Gated Bidirectional Linear Attention for Generative Retrieval

馃LLMContent type: Academic
arxiv.org

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

馃Neural NetworksContent type: Academic
arxiv.org

Transformer Based Model for Spatiotemporal Feature Learning in EEG Emotion Recognition

馃敘EmbeddingsContent type: Academic
arxiv.org

Unpaired RGB-Thermal Gaussian-Splatting Using Visual Geometric Transformers

馃敩Deep LearningContent type: Academic
arxiv.org

From Architecture to Output: Structural Origins of Hallucination in Large Language Models and the Amplifying Role of Data

馃LLMContent type: Academic
arxiv.org

Customer Churn Prediction on Structured Data Using FT-Transformer and Stacking Ensembles

馃Machine LearningContent type: Academic
arxiv.org

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

馃幆Fine-tuningContent type: Academic
arxiv.org

Parallel Causal Associative Fields: Gated Sparse Memory for Long-Context Language Modeling

馃獰Context WindowsContent type: Academic
arxiv.org

A Mechanistic Analysis of Adversarial Fine-tuning of Vision Transformers

馃挰Natural Language ProcessingContent type: Academic
arxiv.org

Operator Fusion for LLM Inference on the Tensix Architecture

馃挰Natural Language ProcessingContent type: Academic
arxiv.org

DMT: Demographic Conditioning, Morphology-Enhanced Transformer for Cuffless Blood Pressure Estimation from PPG Signals

馃Machine LearningContent type: Academic
arxiv.org
Less-relevant results

A Novel Method with Encoder-Decoder for Cross-Sensor Adaptation in Surface Shape Sensing with Sparse Strain Sensors

馃RoboticsContent type: Academic
arxiv.org

Dynamic Linear Attention

馃挰Natural Language ProcessingContent type: Academic
arxiv.org

FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing

馃LLM InferenceContent type: Academic
arxiv.org

RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT

馃敜TokenizationContent type: Academic
arxiv.org

Improving Answer Extraction in Context-based Question Answering Systems Using LLMs

馃LLMContent type: Academic
arxiv.org

Can Multi-Agent LLMs Identify Their Peers? Stylometric Fingerprinting in Role-Constrained Political Analysis

馃LLMContent type: Academic
arxiv.org

AttentionCap: Transformer Based Capacitance Matrix Learning Toward Full-Chip Extraction

馃Neural NetworksContent type: Academic
arxiv.org

Attention Consistent Longitudinal Medical Visual Question Answering Guided by Vision Foundation Models

馃敘EmbeddingsContent type: Academic
arxiv.org

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

馃挰Natural Language ProcessingContent type: Academic
arxiv.org

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