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Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling

Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling

12 February 2025
Yang Cao
Bo Chen
Xiaoyu Li
Yingyu Liang
Zhizhou Sha
Zhenmei Shi
Zhao Song
Mingda Wan
    DiffM
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Papers citing "Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling"

9 / 9 papers shown
Title
T2VTextBench: A Human Evaluation Benchmark for Textual Control in Video Generation Models
T2VTextBench: A Human Evaluation Benchmark for Textual Control in Video Generation Models
Xuyang Guo
Jiayan Huo
Zhenmei Shi
Zhao Song
Jiahao Zhang
Jiale Zhao
VGen
425
2
0
08 May 2025
Can You Count to Nine? A Human Evaluation Benchmark for Counting Limits in Modern Text-to-Video Models
Can You Count to Nine? A Human Evaluation Benchmark for Counting Limits in Modern Text-to-Video Models
Xuyang Guo
Zekai Huang
Jiayan Huo
Yingyu Liang
Zhenmei Shi
Zhao Song
Jiahao Zhang
ALM
VGen
160
6
0
05 Apr 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency
Jiangxuan Long
Zhao Song
Chiwun Yang
AI4TS
401
0
0
18 Mar 2025
HOFAR: High-Order Augmentation of Flow Autoregressive Transformers
Yingyu Liang
Zhizhou Sha
Zhenmei Shi
Zhao Song
Mingda Wan
96
1
0
11 Mar 2025
Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches
Yifang Chen
Xuyang Guo
Xiaoyu Li
Yingyu Liang
Zhenmei Shi
Zhao Song
82
3
0
03 Mar 2025
On Computational Limits of FlowAR Models: Expressivity and Efficiency
On Computational Limits of FlowAR Models: Expressivity and Efficiency
Chengyue Gong
Yekun Ke
Xiaoyu Li
Yingyu Liang
Zhizhou Sha
Zhenmei Shi
Zhao Song
110
4
0
23 Feb 2025
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent
Bo Chen
Xiaoyu Li
Yingyu Liang
Zhenmei Shi
Zhao Song
120
21
0
15 Oct 2024
HSR-Enhanced Sparse Attention Acceleration
HSR-Enhanced Sparse Attention Acceleration
Bo Chen
Yingyu Liang
Zhizhou Sha
Zhenmei Shi
Zhao Song
193
21
0
14 Oct 2024
SORSA: Singular Values and Orthonormal Regularized Singular Vectors
  Adaptation of Large Language Models
SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models
Yang Cao
82
2
0
21 Aug 2024
1