CPAL 2025 Proceedings Track Submissions

Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function Approximation
Suman Sapkota, Binod Bhattarai
- Published: 11 Feb 2025, Last Modified: 06 Mar 2025
- CPAL 2025 (Proceedings Track) Poster
- Readers: Everyone
How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks
William T Redman, Zhangyang Wang, Alessandro Ingrosso, Sebastian Goldt
- Published: 11 Feb 2025, Last Modified: 08 Mar 2025
- CPAL 2025 (Proceedings Track) Poster
- Readers: Everyone
Theoretical and Empirical Advances in Forest Pruning
Albert Dorador
- Published: 11 Feb 2025, Last Modified: 06 Mar 2025
- CPAL 2025 (Proceedings Track) Poster
- Readers: Everyone
Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers
Abhimanyu Rajeshkumar Bambhaniya, Amir Yazdanbakhsh, Suvinay Subramanian, Sheng-Chun Kao, Shivani Agrawal, Utku Evci, Tushar Krishna
- Published: 11 Feb 2025, Last Modified: 06 Mar 2025
- CPAL 2025 (Proceedings Track) Oral
- Readers: Everyone
Sparse MoE as a New Treatment: Addressing Forgetting, Fitting, Learning Issues in Multi-Modal Multi-Task Learning
Jie Peng, Sukwon Yun, Kaixiong Zhou, Ruida Zhou, Thomas Hartvigsen, Yanyong Zhang, Zhangyang Wang, Tianlong Chen
- Published: 11 Feb 2025, Last Modified: 09 Mar 2025
- CPAL 2025 (Proceedings Track) Poster
- Readers: Everyone