← Architectures
Deep Learning › Architectures ›

Transformers

9294 directly classified papers

Papers per year

Papers

IMAGDressing-v1: Customizable Virtual Dressing AAAI 2025
TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025
Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging AAAI 2025
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer AAAI 2025
Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches IJCNLP 2025
Scalable Vision Language Model Training via High Quality Data Curation ACL 2025
Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation IJCNLP 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation AAAI 2025
GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference IJCNLP 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference IJCNLP 2025
TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025
VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation IJCNLP 2025
Each graph is a new language: Graph Learning with LLMs ACL 2025
Interpreting the Effects of Quantization on LLMs IJCNLP 2025
AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025
Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains COLING 2025
Derivational Probing: Unveiling the Layer-wise Derivation of Syntactic Structures in Neural Language Models ACL 2025
FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ACL 2025