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Scaling 4D Representations
19 December 2024
João Carreira
Dilara Gokay
Michael King
Chuhan Zhang
Ignacio Rocco
Aravindh Mahendran
Thomas Keck
Joseph Heyward
Skanda Koppula
Etienne Pot
Goker Erdogan
Yana Hasson
Yi Yang
Klaus Greff
Guillaume Le Moing
Sjoerd van Steenkiste
Daniel Zoran
Drew A. Hudson
Pedro Vélez
Luisa Polanía
Luke Friedman
Chris Duvarney
Ross Goroshin
Kelsey R. Allen
Jacob Walker
Rishabh Kabra
Eric Aboussouan
Jennifer J. Sun
Thomas Kipf
Carl Doersch
Viorica Patraucean
Dima Damen
Pauline Luc
Mehdi S. M. Sajjadi
Andrew Zisserman
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Papers citing
"Scaling 4D Representations"
11 / 11 papers shown
Unique Lives, Shared World: Learning from Single-Life Videos
Tengda Han
Sayna Ebrahimi
Dilara Gokay
Li Yang Ku
M. Ovsjanikov
...
Daniel Zoran
Viorica Patraucean
João Carreira
Andrew Zisserman
Dima Damen
237
0
0
03 Dec 2025
Dynamic Reflections: Probing Video Representations with Text Alignment
Tyler Zhu
Tengda Han
Leonidas Guibas
Viorica Patraucean
M. Ovsjanikov
VGen
315
2
0
04 Nov 2025
Rethinking JEPA: Compute-Efficient Video SSL with Frozen Teachers
Xianhang Li
Chen Huang
Chun-Liang Li
Eran Malach
J. Susskind
Vimal Thilak
Etai Littwin
210
5
0
29 Sep 2025
AToken: A Unified Tokenizer for Vision
Jiasen Lu
Liangchen Song
Mingze Xu
Byeongjoo Ahn
Yanjun Wang
Chen Chen
Afshin Dehghan
Yinfei Yang
ViT
347
14
0
17 Sep 2025
LayerLock: Non-collapsing Representation Learning with Progressive Freezing
Goker Erdogan
Nikhil Parthasarathy
Catalin Ionescu
Drew A. Hudson
Alexander Lerchner
Andrew Zisserman
Mehdi S. M. Sajjadi
João Carreira
269
1
0
12 Sep 2025
Chirality in Action: Time-Aware Video Representation Learning by Latent Straightening
Piyush Bagad
Andrew Zisserman
AI4TS
282
8
0
10 Sep 2025
Towards Depth Foundation Model: Recent Trends in Vision-Based Depth Estimation
Zhen Xu
Hongyu Zhou
Sida Peng
Haotong Lin
Haoyu Guo
...
Yue Wang
Ruizhen Hu
Yiyi Liao
Xiaowei Zhou
Hujun Bao
VLM
260
3
0
15 Jul 2025
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
Mido Assran
Adrien Bardes
David Fan
Q. Garrido
Russell Howes
...
Sarath Chandar
Franziska Meier
Yann LeCun
Michael G. Rabbat
Nicolas Ballas
388
301
0
11 Jun 2025
Scaling Language-Free Visual Representation Learning
David Fan
Shengbang Tong
Jiachen Zhu
Koustuv Sinha
Zhuang Liu
...
Michael G. Rabbat
Nicolas Ballas
Yann LeCun
Amir Bar
Saining Xie
CLIP
VLM
512
50
0
01 Apr 2025
Can Video Diffusion Model Reconstruct 4D Geometry?
Jinjie Mai
Wenxuan Zhu
Haozhe Liu
Bing Li
Cheng Zheng
Jürgen Schmidhuber
Bernard Ghanem
VGen
MDE
352
8
0
27 Mar 2025
Controlling Space and Time with Diffusion Models
Daniel Watson
Saurabh Saxena
Lala Li
Andrea Tagliasacchi
David J. Fleet
VGen
547
63
0
10 Jul 2024
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