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CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP

21 October 2021
Andreas Fürst
Elisabeth Rumetshofer
Johannes Lehner
Viet-Hung Tran
Fei Tang
Hubert Ramsauer
David P. Kreil
Michael K Kopp
G. Klambauer
Angela Bitto-Nemling
Sepp Hochreiter
    VLM
    CLIP
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Papers citing "CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP"

27 / 27 papers shown
Title
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
Thomas Schmied
Thomas Adler
Vihang Patil
M. Beck
Korbinian Poppel
Johannes Brandstetter
G. Klambauer
Razvan Pascanu
Sepp Hochreiter
75
4
0
21 Feb 2025
MolFusion: Multimodal Fusion Learning for Molecular Representations via
  Multi-granularity Views
MolFusion: Multimodal Fusion Learning for Molecular Representations via Multi-granularity Views
Muzhen Cai
Sendong Zhao
Haochun Wang
Yanrui Du
Zewen Qiang
Bing Qin
Ting Liu
29
0
0
26 Jun 2024
Can't make an Omelette without Breaking some Eggs: Plausible Action
  Anticipation using Large Video-Language Models
Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models
Himangi Mittal
Nakul Agarwal
Shao-Yuan Lo
Kwonjoon Lee
41
14
0
30 May 2024
Topological Perspectives on Optimal Multimodal Embedding Spaces
Topological Perspectives on Optimal Multimodal Embedding Spaces
Abdul Aziz
Abdul Rahim
BDL
39
0
0
29 May 2024
Visual Language Model based Cross-modal Semantic Communication Systems
Visual Language Model based Cross-modal Semantic Communication Systems
Feibo Jiang
Chuanguo Tang
Li Dong
Kezhi Wang
Kun Yang
Cunhua Pan
VLM
36
2
0
06 May 2024
Understanding Retrieval-Augmented Task Adaptation for Vision-Language
  Models
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
Yifei Ming
Yixuan Li
VLM
32
7
0
02 May 2024
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
Jerry Yao-Chieh Hu
Pei-Hsuan Chang
Haozheng Luo
Hong-Yu Chen
Weijian Li
Wei-Po Wang
Han Liu
36
25
0
04 Apr 2024
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
Dennis Wu
Jerry Yao-Chieh Hu
Teng-Yun Hsiao
Han Liu
40
28
0
04 Apr 2024
Domain Adaptation for Large-Vocabulary Object Detectors
Domain Adaptation for Large-Vocabulary Object Detectors
Kai Jiang
Jiaxing Huang
Weiying Xie
Jie Lei
Yunsong Li
Ling Shao
Shijian Lu
ObjD
VLM
34
2
0
13 Jan 2024
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
Lianrui Mu
Jianhong Bai
Xiaoxuan He
Jiangnan Ye
Xiaoyu Liang
Yuchen Yang
Jiedong Zhuang
Haoji Hu
27
2
0
30 Nov 2023
Exploring Transfer Learning in Medical Image Segmentation using
  Vision-Language Models
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
K. Poudel
Manish Dhakal
Prasiddha Bhandari
Rabin Adhikari
Safal Thapaliya
Bishesh Khanal
VLM
30
17
0
15 Aug 2023
Linear Alignment of Vision-language Models for Image Captioning
Linear Alignment of Vision-language Models for Image Captioning
Fabian Paischer
M. Hofmarcher
Sepp Hochreiter
Thomas Adler
CLIP
VLM
47
0
0
10 Jul 2023
TreePrompt: Learning to Compose Tree Prompts for Explainable Visual
  Grounding
TreePrompt: Learning to Compose Tree Prompts for Explainable Visual Grounding
Chenchi Zhang
Jun Xiao
Lei Chen
Jian Shao
Long Chen
VLM
LRM
24
2
0
19 May 2023
CLIP-GCD: Simple Language Guided Generalized Category Discovery
CLIP-GCD: Simple Language Guided Generalized Category Discovery
Rabah Ouldnoughi
Chia-Wen Kuo
Z. Kira
VLM
21
14
0
17 May 2023
Contrastive Meta-Learning for Partially Observable Few-Shot Learning
Contrastive Meta-Learning for Partially Observable Few-Shot Learning
Adam Jelley
Amos Storkey
Antreas Antoniou
Sam Devlin
25
6
0
30 Jan 2023
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and
  Grounding
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding
Siyi Liu
Yaoyuan Liang
Feng Li
Shijia Huang
Hao Zhang
Hang Su
Jun Zhu
Lei Zhang
ObjD
39
24
0
28 Nov 2022
Teaching Structured Vision&Language Concepts to Vision&Language Models
Teaching Structured Vision&Language Concepts to Vision&Language Models
Sivan Doveh
Assaf Arbelle
Sivan Harary
Rameswar Panda
Roei Herzig
...
Donghyun Kim
Raja Giryes
Rogerio Feris
S. Ullman
Leonid Karlinsky
VLM
CoGe
48
70
0
21 Nov 2022
Predicting the Future of AI with AI: High-quality link prediction in an
  exponentially growing knowledge network
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network
Mario Krenn
L. Buffoni
B. Coutinho
S. Eppel
J. Foster
...
Ngoc M. Tran
Francisco Valente
Yangxinyu Xie
Rose Yu
Michael K Kopp
30
41
0
23 Sep 2022
Contrastive Adapters for Foundation Model Group Robustness
Contrastive Adapters for Foundation Model Group Robustness
Michael Zhang
Christopher Ré
VLM
10
61
0
14 Jul 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents
Hierarchical Text-Conditional Image Generation with CLIP Latents
Aditya A. Ramesh
Prafulla Dhariwal
Alex Nichol
Casey Chu
Mark Chen
VLM
DiffM
72
6,637
0
13 Apr 2022
Robust Cross-Modal Representation Learning with Progressive
  Self-Distillation
Robust Cross-Modal Representation Learning with Progressive Self-Distillation
A. Andonian
Shixing Chen
Raffay Hamid
VLM
21
55
0
10 Apr 2022
Decoupled Contrastive Learning
Decoupled Contrastive Learning
Chun-Hsiao Yeh
Cheng-Yao Hong
Yen-Chi Hsu
Tyng-Luh Liu
Yubei Chen
Yann LeCun
178
182
0
13 Oct 2021
Learning to Prompt for Vision-Language Models
Learning to Prompt for Vision-Language Models
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VPVLM
CLIP
VLM
327
2,263
0
02 Sep 2021
How Much Can CLIP Benefit Vision-and-Language Tasks?
How Much Can CLIP Benefit Vision-and-Language Tasks?
Sheng Shen
Liunian Harold Li
Hao Tan
Mohit Bansal
Anna Rohrbach
Kai-Wei Chang
Z. Yao
Kurt Keutzer
CLIP
VLM
MLLM
196
405
0
13 Jul 2021
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip
  Retrieval
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval
Huaishao Luo
Lei Ji
Ming Zhong
Yang Chen
Wen Lei
Nan Duan
Tianrui Li
CLIP
VLM
317
780
0
18 Apr 2021
Self-supervised Co-training for Video Representation Learning
Self-supervised Co-training for Video Representation Learning
Tengda Han
Weidi Xie
Andrew Zisserman
SSL
215
308
0
19 Oct 2020
Modern Hopfield Networks and Attention for Immune Repertoire
  Classification
Modern Hopfield Networks and Attention for Immune Repertoire Classification
Michael Widrich
Bernhard Schafl
Hubert Ramsauer
Milena Pavlović
Lukas Gruber
...
Johannes Brandstetter
G. K. Sandve
Victor Greiff
Sepp Hochreiter
G. Klambauer
193
117
0
16 Jul 2020
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