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ReActNet: Towards Precise Binary Neural Network with Generalized
  Activation Functions
v1v2 (latest)

ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions

European Conference on Computer Vision (ECCV), 2020
7 March 2020
Zechun Liu
Zhiqiang Shen
Marios Savvides
Kwang-Ting Cheng
    MQ
ArXiv (abs)PDFHTMLGithub (259★)

Papers citing "ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions"

50 / 210 papers shown
LILogic Net: Compact Logic Gate Networks with Learnable Connectivity for Efficient Hardware Deployment
LILogic Net: Compact Logic Gate Networks with Learnable Connectivity for Efficient Hardware Deployment
Katarzyna Fojcik
Renaldas Zioma
Jogundas Armaitis
NAIGNN
291
2
0
15 Nov 2025
Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN Accelerators
Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN AcceleratorsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025
Wenyong Zhou
Zhengwu Liu
Yuan Ren
Ngai Wong
MQ
157
0
0
29 Aug 2025
GDNSQ: Gradual Differentiable Noise Scale Quantization for Low-bit Neural Networks
GDNSQ: Gradual Differentiable Noise Scale Quantization for Low-bit Neural Networks
Sergey Salishev
Ian Akhremchik
MQ
406
1
0
19 Aug 2025
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
Qingyan Meng
Mingqing Xiao
Zhengyu Ma
Huihui Zhou
Yonghong Tian
Zhouchen Lin
MQ
189
0
0
18 Aug 2025
PTQAT: A Hybrid Parameter-Efficient Quantization Algorithm for 3D Perception Tasks
PTQAT: A Hybrid Parameter-Efficient Quantization Algorithm for 3D Perception Tasks
Xinhao Wang
Zhiwei Lin
Zhongyu Xia
Yongtao Wang
MQ
221
1
0
14 Aug 2025
Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models
Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models
Zhijun Tu
Hanting Chen
Siqi Liu
Chuanjian Liu
Jian Li
Jie Hu
Yunhe Wang
MQ
172
0
0
09 Aug 2025
QwT-v2: Practical, Effective and Efficient Post-Training Quantization
QwT-v2: Practical, Effective and Efficient Post-Training Quantization
Ningyuan Tang
Minghao Fu
Hao Yu
Jianxin Wu
MQ
286
2
0
27 May 2025
RGB-Event Fusion with Self-Attention for Collision Prediction
RGB-Event Fusion with Self-Attention for Collision Prediction
Pietro Bonazzi
Christian Vogt
Michael Jost
Haotong Qin
Lyes Khacef
Federico Paredes-Valles
Michele Magno
400
1
0
07 May 2025
PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs
PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs
Lukas Meiner
Jens Mehnert
Alexandru Paul Condurache
MQ
384
1
0
06 May 2025
End-to-end fully-binarized network design: from Generic Learned Thermometer to Block Pruning
End-to-end fully-binarized network design: from Generic Learned Thermometer to Block PruningInternational Conference on Artificial Intelligence Circuits and Systems (AICAS), 2025
Thien Nguyen
William Guicquero
MQ
317
0
0
05 May 2025
Expanding-and-Shrinking Binary Neural Networks
Expanding-and-Shrinking Binary Neural Networks
Xulong Shi
Caiyi Sun
Zhi Qi
Liu Hao
Xiaodong Yang
MQ
433
1
0
31 Mar 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS DemosaicingComputer Vision and Pattern Recognition (CVPR), 2025
Shiyang Zhou
Haijin Zeng
Yunfan Lu
Tong Shao
Ke Tang
Yongyong Chen
Jie Liu
Jingyong Su
Mamba
299
9
0
20 Mar 2025
Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings
Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings
Yanis Basso-Bert
Anca Molnos
Romain Lemaire
William Guicquero
Antoine Dupret
BDL
344
0
0
13 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks
Yanis Basso-Bert
Anca Molnos
Romain Lemaire
William Guicquero
Antoine Dupret
CLL
414
0
0
10 Mar 2025
10K is Enough: An Ultra-Lightweight Binarized Network for Infrared Small-Target Detection
Biqiao Xin
Qianchen Mao
Yabo Wu
Jiangbin Zheng
Yong Zhao
C. L. P. Chen
MQ
400
1
0
04 Mar 2025
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion
  Models
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024
Weilun Feng
Haotong Qin
Chuanguang Yang
Zhulin An
Libo Huang
Boyu Diao
Fei Wang
Renshuai Tao
Yongjun Xu
Michele Magno
DiffMMQ
335
19
0
16 Dec 2024
Quantization without Tears
Quantization without TearsComputer Vision and Pattern Recognition (CVPR), 2024
Minghao Fu
Hao Yu
Jie Shao
Junjie Zhou
Ke Zhu
Jianxin Wu
MQ
743
17
0
21 Nov 2024
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with
  2-bit Activation Model Achieves Practical ImageNet Accuracy
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet Accuracy
Shuntaro Takahashi
Takuya Wakisaka
Hiroyuki Tokunaga
MQ
275
0
0
15 Oct 2024
CycleBNN: Cyclic Precision Training in Binary Neural Networks
CycleBNN: Cyclic Precision Training in Binary Neural Networks
Federico Fontana
Romeo Lanzino
Anxhelo Diko
G. Foresti
Luigi Cinque
MQ
422
0
0
28 Sep 2024
Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of
  Learnable Binary Vectors
Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors
Matt Gorbett
Hossein Shirazi
Indrakshi Ray
MQ
378
1
0
16 Jul 2024
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive
  Distillation
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation
Liqun Ma
Mingjie Sun
Zhiqiang Shen
289
13
0
09 Jul 2024
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks
Jingyang Xiang
Zuohui Chen
Siqi Li
Qing Wu
Yong-Jin Liu
330
6
0
07 Jul 2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for
  Large Language Models
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
Dongwon Jo
Taesu Kim
Yulhwa Kim
Jae-Joon Kim
388
13
0
18 Jun 2024
Binarized Diffusion Model for Image Super-Resolution
Binarized Diffusion Model for Image Super-ResolutionNeural Information Processing Systems (NeurIPS), 2024
Zheng Chen
Haotong Qin
Yong Guo
Xiongfei Su
Xin Yuan
Linghe Kong
Yulun Zhang
DiffM
280
20
0
09 Jun 2024
Faster Than Lies: Real-time Deepfake Detection using Binary Neural
  Networks
Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks
Lanzino Romeo
Fontana Federico
Diko Anxhelo
Marini Marco Raoul
Cinque Luigi
336
52
0
07 Jun 2024
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
Tianchen Zhao
Tongcheng Fang
Haofeng Huang
Enshu Liu
Widyadewi Soedarmadji
...
Shengen Yan
Huazhong Yang
Xuefei Ning
Xuefei Ning
Yu Wang
MQVGen
550
78
0
04 Jun 2024
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network
Zongkai Zhang
Zidong Xu
Wenming Yang
Qingmin Liao
Jing-Hao Xue
MQ3DV
293
1
0
27 May 2024
BOLD: Boolean Logic Deep Learning
BOLD: Boolean Logic Deep Learning
Van Minh Nguyen
Cristian Ocampo
Aymen Askri
Louis Leconte
Ba-Hien Tran
AI4CE
434
3
0
25 May 2024
Efficient Multitask Dense Predictor via Binarization
Efficient Multitask Dense Predictor via BinarizationComputer Vision and Pattern Recognition (CVPR), 2024
Yuzhang Shang
Dan Xu
Gaowen Liu
Ramana Rao Kompella
Yan Yan
MQAAML
374
6
0
23 May 2024
ReALLM: A general framework for LLM compression and fine-tuning
ReALLM: A general framework for LLM compression and fine-tuning
Louis Leconte
Lisa Bedin
Van Minh Nguyen
Eric Moulines
MQ
360
5
0
21 May 2024
ReActXGB: A Hybrid Binary Convolutional Neural Network Architecture for
  Improved Performance and Computational Efficiency
ReActXGB: A Hybrid Binary Convolutional Neural Network Architecture for Improved Performance and Computational Efficiency
Po-Hsun Chu
Ching-Han Chen
MQ
221
0
0
11 May 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review
  of Theories and Methods
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and MethodsFrontiers in Neuroscience (Front. Neurosci.), 2024
Chenlin Zhou
Han Zhang
Liutao Yu
Yumin Ye
Zhaokun Zhou
Liwei Huang
Zhengyu Ma
Xiaopeng Fan
Huihui Zhou
Yonghong Tian
430
61
0
06 May 2024
Designed Dithering Sign Activation for Binary Neural Networks
Designed Dithering Sign Activation for Binary Neural NetworksIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024
Brayan Monroy
Juan Estupiñán
T. Gelvez-Barrera
Jorge Bacca
Henry Arguello
MQ
392
2
0
03 May 2024
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained
  Model
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model
Jihun Kim
Dahyun Kim
Hyungrok Jung
Taeil Oh
Jonghyun Choi
MQ
403
0
0
30 Mar 2024
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural
  Networks
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
Marina Neseem
Conor McCullough
Randy Hsin
Chas Leichner
Shan Li
...
Andrew G. Howard
Lukasz Lew
Sherief Reda
Ville Rautio
Daniele Moro
MQ
430
5
0
29 Mar 2024
Binarized Low-light Raw Video Enhancement
Binarized Low-light Raw Video Enhancement
Gengchen Zhang
Yulun Zhang
Xin Yuan
Ying Fu
MQ
350
18
0
29 Mar 2024
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network
Ruichen Ma
G. Qiao
Yián Liu
L. Meng
N. Ning
Yang Liu
Shaogang Hu
AAMLMQ
309
7
0
06 Mar 2024
Understanding Neural Network Binarization with Forward and Backward
  Proximal Quantizers
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers
Yiwei Lu
Yaoliang Yu
Xinlin Li
Vahid Partovi Nia
MQ
272
5
0
27 Feb 2024
Exploring the Relationship: Transformative Adaptive Activation Functions
  in Comparison to Other Activation Functions
Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions
Vladimír Kunc
414
3
0
14 Feb 2024
Lightweight Pixel Difference Networks for Efficient Visual
  Representation Learning
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning
Z. Su
Jiehua Zhang
Longguang Wang
Hua Zhang
Zhen Liu
M. Pietikäinen
Tianpeng Liu
333
43
0
01 Feb 2024
Enabling On-device Continual Learning with Binary Neural Networks
Enabling On-device Continual Learning with Binary Neural Networks
Lorenzo Vorabbi
Davide Maltoni
Guido Borghi
Stefano Santi
MQ
344
10
0
18 Jan 2024
ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural
  Networks
ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks
Peng Zhao
Jiehua Zhang
Bowen Peng
Longguang Wang
Yingmei Wei
Yu Liu
Li Liu
AAML
407
2
0
21 Dec 2023
BiPFT: Binary Pre-trained Foundation Transformer with Low-rank
  Estimation of Binarization Residual Polynomials
BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual PolynomialsAAAI Conference on Artificial Intelligence (AAAI), 2023
Xingrun Xing
Li Du
Xinyuan Wang
Xianlin Zeng
Yequan Wang
Zheng Zhang
Jiajun Zhang
285
5
0
14 Dec 2023
BinaryHPE: 3D Human Pose and Shape Estimation via Binarization
BinaryHPE: 3D Human Pose and Shape Estimation via Binarization
Zhiteng Li
Yulun Zhang
Jing Lin
Haotong Qin
Jinjin Gu
Xin Yuan
Linghe Kong
Yunbo Wang
3DH
500
1
0
24 Nov 2023
Boolean Variation and Boolean Logic BackPropagation
Boolean Variation and Boolean Logic BackPropagation
Van Minh Nguyen
259
2
0
13 Nov 2023
Projected Stochastic Gradient Descent with Quantum Annealed Binary
  Gradients
Projected Stochastic Gradient Descent with Quantum Annealed Binary GradientsBritish Machine Vision Conference (BMVC), 2023
Maximilian Krahn
Michele Sasdelli
Fengyi Yang
Vladislav Golyanik
Arno Solin
Tat-Jun Chin
Tolga Birdal
MQ
450
4
0
23 Oct 2023
The Road to On-board Change Detection: A Lightweight Patch-Level Change
  Detection Network via Exploring the Potential of Pruning and Pooling
The Road to On-board Change Detection: A Lightweight Patch-Level Change Detection Network via Exploring the Potential of Pruning and Pooling
Lihui Xue
Zhihao Wang
Xueqian Wang
Gang Li
322
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0
16 Oct 2023
Robustness-Guided Image Synthesis for Data-Free Quantization
Robustness-Guided Image Synthesis for Data-Free QuantizationAAAI Conference on Artificial Intelligence (AAAI), 2023
Jianhong Bai
Yuchen Yang
Huanpeng Chu
Hualiang Wang
Zuo-Qiang Liu
Ruizhe Chen
Xiaoxuan He
Lianrui Mu
Chengfei Cai
Haoji Hu
DiffMMQ
562
6
0
05 Oct 2023
PB-LLM: Partially Binarized Large Language Models
PB-LLM: Partially Binarized Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023
Yuzhang Shang
Zhihang Yuan
Qiang Wu
Zhen Dong
MQ
419
86
0
29 Sep 2023
SupeRBNN: Randomized Binary Neural Network Using Adiabatic
  Superconductor Josephson Devices
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson DevicesMicro (MICRO), 2023
Hao Sun
Geng Yuan
Tomoharu Yamauchi
Zabihi Masoud
Yanyue Xie
...
Xulong Tang
Nobuyuki Yoshikawa
Devesh Tiwari
Yanzhi Wang
O. Chen
MQ
325
6
0
21 Sep 2023
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