Paper "transformer architecture" Papers

43 papers found

A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion

Jiawei Li, Hongwei Yu, Jiansheng Chen et al.

AAAI 2025paperarXiv:2412.09954
3
citations

ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking

Rong Li, Tao Deng, Siwei Feng et al.

AAAI 2025paperarXiv:2502.17483
4
citations

DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion

Yinghui Li, Qianyu Zhou, Jingyu Gong et al.

AAAI 2025paperarXiv:2412.19062
1
citations

Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection

Hongsong Wang, Andi Xu, Pinle Ding et al.

AAAI 2025paperarXiv:2412.17210
6
citations

Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution

Karam Park, Jae Woong Soh, Nam Ik Cho

AAAI 2025paperarXiv:2501.15774
10
citations

GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data

Rui Deng, Ziqi Li, Mingshu Wang

AAAI 2025paperarXiv:2502.15032
1
citations

Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking

Xin Tong, Shi Peng, Baojie Tian et al.

AAAI 2025paperarXiv:2502.17766
2
citations

JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts

Taein Son, Soo Won Seo, Jisong Kim et al.

AAAI 2025paperarXiv:2412.13708
2
citations

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph

Tu Ao, Yanhua Yu, Yuling Wang et al.

AAAI 2025paperarXiv:2504.03137
15
citations

Memory Efficient Matting with Adaptive Token Routing

Yiheng Lin, Yihan Hu, Chenyi Zhang et al.

AAAI 2025paperarXiv:2412.10702

MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition

Philippe Pasquier, Jeff Ens, Nathan Fradet et al.

AAAI 2025paperarXiv:2501.17011
11
citations

Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach

Chunxu Zhang, Guodong Long, Hongkuan Guo et al.

AAAI 2025paperarXiv:2412.16969
6
citations

Numerical Pruning for Efficient Autoregressive Models

Xuan Shen, Zhao Song, Yufa Zhou et al.

AAAI 2025paperarXiv:2412.12441
23
citations

Prediction-Feedback DETR for Temporal Action Detection

Jihwan Kim, Miso Lee, Cheol-Ho Cho et al.

AAAI 2025paperarXiv:2408.16729
6
citations

Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single Image Denoising

Huaqiu Li, Wang Zhang, Xiaowan Hu et al.

AAAI 2025paperarXiv:2502.06432
3
citations

RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection

Yiheng Li, Yang Yang, Zhen Lei

AAAI 2025paperarXiv:2412.12799
6
citations

Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series

Seokho Ahn, Hyungjin Kim, Sungbok Shin et al.

AAAI 2025paperarXiv:2412.20170
1
citations

Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion

Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki et al.

AAAI 2025paperarXiv:2410.00876
5
citations

RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning

Kunming Su, Qiuxia Wu, Panpan Cai et al.

AAAI 2025paperarXiv:2409.00353
14
citations

Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences

Xiwen Chen, Peijie Qiu, Wenhui Zhu et al.

AAAI 2025paperarXiv:2501.02735
2
citations

Spatial-Temporal Knowledge Distillation for Takeaway Recommendation

Shuyuan Zhao, Wei Chen, Boyan Shi et al.

AAAI 2025paperarXiv:2412.16502
1
citations

Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation

Zhenxin Lei, Man Yao, Jiakui Hu et al.

AAAI 2025paperarXiv:2412.14587
14
citations

SymmCompletion: High-Fidelity and High-Consistency Point Cloud Completion with Symmetry Guidance

Hongyu Yan, Zijun Li, Kunming Luo et al.

AAAI 2025paperarXiv:2503.18007
12
citations

TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition

Jianhua Zhu, Wenqi Zhao, Yu Li et al.

AAAI 2025paperarXiv:2408.08578
8
citations

TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis

Jiexi Liu, Meng Cao, Songcan Chen

AAAI 2025paperarXiv:2412.12886
9
citations

Attention Disturbance and Dual-Path Constraint Network for Occluded Person Re-identification

Jiaer Xia, Lei Tan, Pingyang Dai et al.

AAAI 2024paperarXiv:2303.10976
24
citations

AVSegFormer: Audio-Visual Segmentation with Transformer

Shengyi Gao, Zhe Chen, Guo Chen et al.

AAAI 2024paperarXiv:2307.01146
82
citations

Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA

Wentao Mo, Yang Liu

AAAI 2024paperarXiv:2402.15933
26
citations

Correlation Matching Transformation Transformers for UHD Image Restoration

Cong Wang, Jinshan Pan, Wei Wang et al.

AAAI 2024paperarXiv:2406.00629
59
citations

Exploring Transformer Extrapolation

Zhen Qin, Yiran Zhong, Hui Deng

AAAI 2024paperarXiv:2307.10156
12
citations

GridFormer: Point-Grid Transformer for Surface Reconstruction

Shengtao Li, Ge Gao, Yudong Liu et al.

AAAI 2024paperarXiv:2401.02292
22
citations

HDformer: A Higher

Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals - Ella Lan

AAAI 2024paperarXiv:2303.11340
3
citations

How to Protect Copyright Data in Optimization of Large Language Models?

Timothy Chu, Zhao Song, Chiwun Yang

AAAI 2024paperarXiv:2308.12247
40
citations

HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid Explorations

Yilan Dong, Chunlin Yu, Ruiyang Ha et al.

AAAI 2024paperarXiv:2401.00271
24
citations

Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification

Jimmy Lin, Junkai Li, Jiasi Gao et al.

AAAI 2024paperarXiv:2404.15279
2
citations

MASTER: Market-Guided Stock Transformer for Stock Price Forecasting

Tong Li, Zhaoyang Liu, Yanyan Shen et al.

AAAI 2024paperarXiv:2312.15235
59
citations

Neural Reasoning about Agents’ Goals, Preferences, and Actions

Matteo Bortoletto, Lei Shi, Andreas Bulling

AAAI 2024paperarXiv:2312.07122
8
citations

No More Shortcuts: Realizing the Potential of Temporal Self-Supervision

Ishan Rajendrakumar Dave, Simon Jenni, Mubarak Shah

AAAI 2024paperarXiv:2312.13008
12
citations

SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency

8137 Feiyu Zhu, Reid Simmons

AAAI 2024paperarXiv:2303.07033
57
citations

SeTformer Is What You Need for Vision and Language

Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger et al.

AAAI 2024paperarXiv:2401.03540
7
citations

Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning

Jinsong Shi, Pan Gao, Jie Qin

AAAI 2024paperarXiv:2312.06995
38
citations

VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning

Tangfei Liao, Xiaoqin Zhang, Li Zhao et al.

AAAI 2024paperarXiv:2312.08774
15
citations

X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-Modal Knowledge Transfer

Linglin Jing, Ying Xue, Xu Yan et al.

AAAI 2024paperarXiv:2312.07378
11
citations