Title
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 36 250 0 17 Oct 2022
Scratching Visual Transformer's Back with Uniform Attention Nam Hyeon-Woo Kim Yu-Ji Byeongho Heo Doonyoon Han Seong Joon Oh Tae-Hyun Oh 366 23 0 16 Oct 2022
Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario Emily R. Bartusiak Edward J. Delp 27 12 0 14 Oct 2022
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring 40 12 0 13 Oct 2022
Parameter-Efficient Masking Networks Yue Bai Huan Wang Xu Ma Yitian Zhang Zhiqiang Tao Yun Fu 31 10 0 13 Oct 2022
Token-Label Alignment for Vision Transformers Han Xiao Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu 26 4 0 12 Oct 2022
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zong-xiao Li Chong You Srinadh Bhojanapalli Daliang Li A. S. Rawat ... Kenneth Q Ye Felix Chern Felix X. Yu Ruiqi Guo Surinder Kumar MoE 29 87 0 12 Oct 2022
FCT-GAN: Enhancing Table Synthesis via Fourier Transform Zilong Zhao Robert Birke L. Chen 27 7 0 12 Oct 2022
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes Peter Kocsis Peter Súkeník Guillem Brasó Matthias Nießner Laura Leal-Taixé Ismail Elezi 16 7 0 11 Oct 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 101 73 0 10 Oct 2022
LieGG: Studying Learned Lie Group Generators A. Moskalev A. Sepliarskaia Ivan Sosnovik A. Smeulders 33 22 0 09 Oct 2022
Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap Mathias Lechner Ramin Hasani Alexander Amini Tsun-Hsuan Wang T. Henzinger Daniela Rus CML OOD 29 7 0 09 Oct 2022
Boost Event-Driven Tactile Learning with Location Spiking Neurons Pengxin Kang Srutarshi Banerjee Henry H. Chopp Aggelos K. Katsaggelos O. Cossairt 23 9 0 09 Oct 2022
Explainable fMRI-based Brain Decoding via Spatial Temporal-pyramid Graph Convolutional Network Ziyuan Ye Youzhi Qu Zhichao Liang Mo Wang Quanying Liu 18 13 0 08 Oct 2022
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints Yinpeng Dong Shouwei Ruan Hang Su Cai Kang Xingxing Wei Junyi Zhu AAML 32 49 0 08 Oct 2022
Towards Light Weight Object Detection System K. Dharma V. Dayana Menglan Wu Venkateswara Rao Cherukuri Hau Hwang 18 1 0 08 Oct 2022
PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person Search M. Fiaz Hisham Cholakkal Sanath Narayan Rao Muhammad Anwer Fahad Shahbaz Khan 38 4 0 07 Oct 2022
Scaling Forward Gradient With Local Losses Mengye Ren Simon Kornblith Renjie Liao Geoffrey E. Hinton 81 49 0 07 Oct 2022
The Lie Derivative for Measuring Learned Equivariance Nate Gruver Marc Finzi Micah Goldblum A. Wilson 23 35 0 06 Oct 2022
Centralized Feature Pyramid for Object Detection Yu Quan Dong Zhang Liyan Zhang Jinhui Tang ObjD 36 154 0 05 Oct 2022
The Calibration Generalization Gap Annabelle Carrell Neil Rohit Mallinar James Lucas Preetum Nakkiran UQCV 34 18 0 05 Oct 2022
One-shot Detail Retouching with Patch Space Neural Transformation Blending Fazilet Gokbudak Cengiz Öztireli 45 1 0 03 Oct 2022
Rethinking skip connection model as a learnable Markov chain Dengsheng Chen Jie Hu Jingyao Wang Xiaoming Wei Enhua Wu BDL 27 1 0 30 Sep 2022
Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas Shuai Zhang Susie Xi Rao Ce Zhang NAI 78 24 0 28 Sep 2022
A Closer Look at Evaluating the Bit-Flip Attack Against Deep Neural Networks Kevin Hector Mathieu Dumont Pierre-Alain Moëllic J. Dutertre AAML 32 4 0 28 Sep 2022
Exploring the Relationship between Architecture and Adversarially Robust Generalization Aishan Liu Shiyu Tang Siyuan Liang Ruihao Gong Boxi Wu Xianglong Liu Dacheng Tao AAML 34 18 0 28 Sep 2022
Scaling Laws For Deep Learning Based Image Reconstruction Tobit Klug Reinhard Heckel 70 12 0 27 Sep 2022
Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers Nurullah Sevim Ege Ozan Özyedek Furkan Şahinuç Aykut Koç 40 11 0 26 Sep 2022
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification Adrien Bennetot Gianni Franchi Javier Del Ser Raja Chatila Natalia Díaz Rodríguez AAML 34 28 0 26 Sep 2022
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition D. Kim B. Song OT 45 10 0 25 Sep 2022
Neural Clamping: Joint Input Perturbation and Temperature Scaling for Neural Network Calibration Yu Tang Pin-Yu Chen Tsung-Yi Ho 31 5 0 23 Sep 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 33 3 0 22 Sep 2022
HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification Xiangzuo Huo Gang Sun Sheng Tian Yan Wang Long Yu Jun Long Wendong Zhang Aolun Li 30 101 0 21 Sep 2022
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design Hongxiang Fan Thomas C. P. Chau Stylianos I. Venieris Royson Lee Alexandros Kouris Wayne Luk Nicholas D. Lane Mohamed S. Abdelfattah 40 58 0 20 Sep 2022
Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 52 11 0 20 Sep 2022
Quantum Vision Transformers El Amine Cherrat Iordanis Kerenidis Natansh Mathur Jonas Landman M. Strahm Yun. Y Li ViT 39 55 0 16 Sep 2022
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation Ting-Yu Liao Ching-Hui Yang Y. Lo Kuan-Ying Lai Po-Huai Shen Youn-Long Lin 13 15 0 15 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 37 688 0 14 Sep 2022
Analysis of Quantization on MLP-based Vision Models Lingran Zhao Zhen Dong Kurt Keutzer MQ 32 7 0 14 Sep 2022
Revisiting Neural Scaling Laws in Language and Vision Ibrahim M. Alabdulmohsin Behnam Neyshabur Xiaohua Zhai 159 103 0 13 Sep 2022
A lightweight Transformer-based model for fish landmark detection Alzayat Saleh David Jones D. Jerry M. R. Azghadi 26 1 0 13 Sep 2022
Pre-Training a Graph Recurrent Network for Language Representation Yile Wang Linyi Yang Zhiyang Teng M. Zhou Yue Zhang GNN 38 1 0 08 Sep 2022
Predicting the clinical citation count of biomedical papers using multilayer perceptron neural network Xin Li Xuli Tang Qikai Cheng 19 17 0 07 Sep 2022
A Review of Sparse Expert Models in Deep Learning W. Fedus J. Dean Barret Zoph MoE 25 145 0 04 Sep 2022
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies Xingrun Xing Yangguang Li Wei Li Wenrui Ding Yalong Jiang Yufeng Wang Jinghua Shao Chunlei Liu Xianglong Liu MQ 11 8 0 03 Sep 2022
Generating Coherent Drum Accompaniment With Fills And Improvisations Rishabh A. Dahale Vaibhav Talwadker Preeti Rao Prateek Verma 32 3 0 01 Sep 2022
MRL: Learning to Mix with Attention and Convolutions Shlok Mohta Hisahiro Suganuma Yoshiki Tanaka 28 2 0 30 Aug 2022
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window Mocho Go Hideyuki Tachibana ViT 37 9 0 24 Aug 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 34 1 0 23 Aug 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 28 9 0 23 Aug 2022