Title
Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge Q. Göttl Jonathan Pirnay Jakob Burger D. G. Grimm 50 0 0 10 Oct 2023
TiC: Exploring Vision Transformer in Convolution Song Zhang Qingzhong Wang Jiang Bian Haoyi Xiong ViT 31 1 0 06 Oct 2023
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation Ken C. L. Wong Hongzhi Wang T. Syeda-Mahmood 42 1 0 05 Oct 2023
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making Jeonghye Kim Suyoung Lee Woojun Kim Young-Jin Sung OffRL 37 17 0 04 Oct 2023
Pixel-Inconsistency Modeling for Image Manipulation Localization Chenqi Kong Anwei Luo Shiqi Wang Haoliang Li Anderson de Rezende Rocha Alex C. Kot AAML 34 15 0 30 Sep 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 24 7 0 29 Sep 2023
Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex Ruixing Liang Xiangyu Zhang Qiong Li Lai Wei Hexin Liu Avisha Kumar Kelley M. Kempski Leadingham Joshua Punnoose Leibny Paola García A. Manbachi 35 2 0 26 Sep 2023
Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments Najmeh Mohammadbagheri Fardin Ayar A. Nickabadi R. Safabakhsh CVBM GAN 24 3 0 25 Sep 2023
MLPST: MLP is All You Need for Spatio-Temporal Prediction Zijian Zhang Ze Huang Zhiwei Hu Xiangyu Zhao Wanyu Wang Zitao Liu Junbo Zhang S. Qin Hongwei Zhao AI4TS 22 27 0 23 Sep 2023
RBFormer: Improve Adversarial Robustness of Transformer by Robust Bias Hao Cheng Jinhao Duan Hui Li Lyutianyang Zhang Jiahang Cao Ping Wang Jize Zhang Kaidi Xu Renjing Xu AAML 32 3 0 23 Sep 2023
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion Zhenzhen Chu Jiayu Chen Cen Chen Chengyu Wang Ziheng Wu Jun Huang Weining Qian ViT 13 2 0 21 Sep 2023
Bayesian sparsification for deep neural networks with Bayesian model reduction Dimitrije Marković K. Friston S. Kiebel BDL UQCV 38 1 0 21 Sep 2023
Extreme Image Transformations Facilitate Robust Latent Object Representations Girik Malik Dakarai Crowder E. Mingolla AAML 24 0 0 19 Sep 2023
Pixel Adapter: A Graph-Based Post-Processing Approach for Scene Text Image Super-Resolution Wenyu Zhang Xin Deng Baojun Jia Xingtong Yu Yifan Chen Jin Ma Qing Ding Xinming Zhang 30 11 0 16 Sep 2023
Unveiling Invariances via Neural Network Pruning Derek Xu Yizhou Sun Wei Wang 36 0 0 15 Sep 2023
Increasing diversity of omni-directional images generated from single image using cGAN based on MLPMixer Atsuya Nakata Ryuto Miyazaki Takao Yamanaka 32 1 0 15 Sep 2023
Auto-Regressive Next-Token Predictors are Universal Learners Eran Malach LRM 24 36 0 13 Sep 2023
Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning Sanghyeon Kim Hyunmo Yang Younghyun Kim Youngjoon Hong Eunbyung Park AI4CE 32 16 0 13 Sep 2023
Dynamic Spectrum Mixer for Visual Recognition Zhiqiang Hu Tao Yu 30 3 0 13 Sep 2023
Blendshapes GHUM: Real-time Monocular Facial Blendshape Prediction Ivan Grishchenko Geng Yan Eduard Gabriel Bazavan Andrei Zanfir Nikolai Chinaev Karthik Raveendran Matthias Grundmann C. Sminchisescu 3DH CVBM 40 0 0 11 Sep 2023
Pareto Frontiers in Neural Feature Learning: Data, Compute, Width, and Luck Benjamin L. Edelman Surbhi Goel Sham Kakade Eran Malach Cyril Zhang 48 8 0 07 Sep 2023
A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness Ze Peng Lei Qi Yinghuan Shi Yang Gao 32 3 0 06 Sep 2023
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking Lorenzo Papa Paolo Russo Irene Amerini Luping Zhou 33 43 0 05 Sep 2023
Hindering Adversarial Attacks with Multiple Encrypted Patch Embeddings AprilPyone Maungmaung Isao Echizen Hitoshi Kiya AAML 28 2 0 04 Sep 2023
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation Chaofan Ma Yu-Hao Yang Chen Ju Fei Zhang Ya Zhang Yanfeng Wang VLM 48 17 0 31 Aug 2023
SiT-MLP: A Simple MLP with Point-wise Topology Feature Learning for Skeleton-based Action Recognition Shaojie Zhang Jianqin Yin Yonghao Dang Jiajun Fu 40 4 0 30 Aug 2023
Spatio-temporal MLP-graph network for 3D human pose estimation T. Hassan A. Ben Hamza 3DH 35 3 0 29 Aug 2023
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Ran Liu Sahil Khose Jingyun Xiao Lakshmi Sathidevi Keerthan Ramnath Z. Kira Eva L. Dyer 34 3 0 28 Aug 2023
Task-Aware Machine Unlearning and Its Application in Load Forecasting Wangkun Xu Fei Teng MU AI4TS 40 3 0 28 Aug 2023
Boosting Residual Networks with Group Knowledge Shengji Tang Peng Ye Baopu Li Wei Lin Tao Chen Tong He Chong Yu Wanli Ouyang 46 5 0 26 Aug 2023
CS-Mixer: A Cross-Scale Vision MLP Model with Spatial-Channel Mixing Jianwei Cui David A. Araujo Suman Saha Md Faisal Kabir BDL 38 0 0 25 Aug 2023
CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image Generation Zihao Wang Yiming Huang Ziyu Zhou 29 0 0 23 Aug 2023
A Benchmark Study on Calibration Linwei Tao Younan Zhu Haolan Guo Minjing Dong Chang Xu 21 9 0 23 Aug 2023
SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Dong Hwan Kim MoE 33 8 0 22 Aug 2023
An Effective Transformer-based Contextual Model and Temporal Gate Pooling for Speaker Identification Harunori Kawano Sota Shimizu 30 1 0 22 Aug 2023
A Simple Framework for Multi-mode Spatial-Temporal Data Modeling Zihang Liu Le Yu T. Zhu Lei Sun AI4TS 21 0 0 22 Aug 2023
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation Jinpeng Wang Ziyun Zeng Yunxiao Wang Yuting Wang Xingyu Lu Tianxiang Li Jun Yuan Rui Zhang Haitao Zheng Shutao Xia 38 43 0 22 Aug 2023
Disposable Transfer Learning for Selective Source Task Unlearning Seunghee Koh Hyounguk Shon Janghyeon Lee H. Hong Junmo Kim 25 2 0 19 Aug 2023
Understanding Self-attention Mechanism via Dynamical System Perspective Zhongzhan Huang Mingfu Liang Jinghui Qin Shan Zhong Liang Lin 29 15 0 19 Aug 2023
SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos Haisong Liu Yao Teng Tao Lu Haiguang Wang Liming Wang 16 97 0 18 Aug 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 42 3 0 18 Aug 2023
Agglomerative Transformer for Human-Object Interaction Detection Danyang Tu Wei Sun Guangtao Zhai Wei Shen ViT 32 5 0 16 Aug 2023
Computer vision-enriched discrete choice models, with an application to residential location choice S. Cranenburgh Francisco Garrido-Valenzuela 24 2 0 16 Aug 2023
Attention Is Not All You Need Anymore Zhe Chen 32 3 0 15 Aug 2023
Block-Wise Encryption for Reliable Vision Transformer models Hitoshi Kiya Ryota Iijima Teru Nagamori 33 1 0 15 Aug 2023
ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting Zepu Wang Yuqi Nie Peng Sun Nam H. Nguyen John M. Mulvey H. Vincent Poor AI4TS 24 22 0 14 Aug 2023
On the Importance of Spatial Relations for Few-shot Action Recognition Yilun Zhang Yu Fu Xingjun Ma Lizhe Qi Jingjing Chen Zuxuan Wu Yueping Jiang ViT 19 6 0 14 Aug 2023
Sensitivity-Aware Mixed-Precision Quantization and Width Optimization of Deep Neural Networks Through Cluster-Based Tree-Structured Parzen Estimation Seyedarmin Azizi M. Nazemi A. Fayyazi Massoud Pedram MQ 27 5 0 12 Aug 2023
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping Ali Jamali Swalpa Kumar Roy Danfeng Hong P. M. Atkinson Pedram Ghamisi 17 11 0 09 Aug 2023
Exploring Transformers for Open-world Instance Segmentation Jiannan Wu Yi-Xin Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 33 5 0 08 Aug 2023