Transformers

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TextEconomizer: Enhancing Lossy Text Compression with Denoising Transformers and Entropy Coding

 🤖AI  Content type: Academic
arxiv.org·

Towards Tight Bounds for Streaming Attention

 🤖AI  Content type: Academic
arxiv.org·

Beyond Item IDs: Scaling Short-Form-Video Recommendation via Semantic-Native Long Sequence Modeling

 🧮Complexity Theory  Content type: Academic
arxiv.org·

Selective Coupling of Decoupled Informative Regions: Masked Attention Alignment for Data-Free Quantization of Vision Transformers

 🤖AI  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding

 🤖AI  Content type: Academic
arxiv.org·

Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM

 🤖AI  Content type: Academic
arxiv.org·

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting

 🤖AI  Content type: Academic
arxiv.org·

Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks

 🤖AI  Content type: Academic
arxiv.org·

ATT-CR: Adaptive Triangular Transformer for Cloud Removal

 🧮Complexity Theory  Content type: Academic
arxiv.org·

Depth-Attention: Cross-Layer Value Mixing for Language Models

 📈Optimization  Content type: Academic
arxiv.org·

Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair

 🤖AI  Content type: Academic
arxiv.org·

An Empirical Audit of Input Encoders for Multi-Channel Signal Transformers

 Quantization  Content type: Academic
arxiv.org·

GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention

 🤖AI  Content type: Academic
arxiv.org·

Phase transitions for the noisy transformer model in arbitrary dimension

 🤖Machine Learning  Content type: Academic
arxiv.org·

Do Transformers Need Three Projections? Systematic Study of QKV Variants

 Quantization  Content type: Academic
arxiv.org··Hacker News

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