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Deep Learning
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Transformers
9294 directly classified papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
Spectral Image Tokenizer
ICCV 2025
Length-Induced Embedding Collapse in PLM-based Models
ACL 2025
V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
ICCV 2025
Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation
ICCV 2025
Multi-View 3D Point Tracking
ICCV 2025
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction
ACL 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
ICCV 2025
D3QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection
ICCV 2025
Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation
ICCV 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences
ACL 2025
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking
COLING 2025
ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training
ICCV 2025
Unified Multimodal Understanding via Byte-Pair Visual Encoding
ICCV 2025
Don’t Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models
ACL 2025
CVT5: Using Compressed Video Encoder and UMT5 for Dense Video Captioning
COLING 2025
Sparfels: Fast Reconstruction from Sparse Unposed Imagery
ICCV 2025
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer
ICCV 2025
Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks
ACL 2025
CNLP-NITS-PP at GenAI Detection Task 2: Leveraging DistilBERT and XLM-RoBERTa for Multilingual AI-Generated Text Detection
COLING 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model
COLING 2025
Graph-Augmented Open-Domain Multi-Document Summarization
COLING 2025
UR2N: Unified Retriever and ReraNker
COLING 2025
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
COLING 2025
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks
COLING 2025
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
AAAI 2025
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