conftrace_

encoder-decoder architecture

380 papers

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attention mechanism (4001) neural machine translation (2310) semantic segmentation (3186) convolutional neural network (4226) representation learning (6206) text generation (2913) language model (4599) self-supervised learning (3777) transfer learning (5449) sequence-to-sequence model (553)

Papers

Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction AAAI 2026
Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline AAAI 2026
Digitizing Nepal’s Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts ACL 2026
SEAM: Bridging the Temporal-Semantic Granularity Gap for LLM-based Speech Recognition EACL 2026
Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026
CiteBART: Learning to Generate Citations for Local Citation Recommendation EMNLP 2025
Degradation-Aware Feature Perturbation for All-in-One Image Restoration CVPR 2025
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation CVPR 2025
IRMamba: Pixel Difference Mamba with Layer Restoration for Infrared Small Target Detection AAAI 2025
DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement AAAI 2025
DeDisCo at the DISRPT 2025 Shared Task: A System for Discourse Relation Classification EMNLP 2025
AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025
I2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting ICCV 2025
ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder AAAI 2025
MUN: Image Forgery Localization Based on M³ Encoder and UN Decoder AAAI 2025
MaSS13K: A Matting-level Semantic Segmentation Benchmark CVPR 2025
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation EMNLP 2025
EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025
GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025
BiCap: Bangla Image Captioning Using Attention-based Encoder-Decoder Architecture IJCNLP 2025
UR2N: Unified Retriever and ReraNker COLING 2025
BARTABSA++: Revisiting BARTABSA with Decoder LLMs ACL 2025
Integrating Multi-Source Data for Long Sequence Precipitation Forecasting AAAI 2025