Clemens J. S. Schaefer

12 papers A* 1A 1C 2Journal 5Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance. ICML Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens J. S. Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
2024	A	`conf`	Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks. WACV Clemens J. S. Schaefer, Siddharth Joshi, Shan Li, Raúl Blázquez
2022	J	`jnl`	A compute-in-memory chip based on resistive random-access memory. Nat. Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
2022	J	`jnl`	Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks. CoRR Clemens J. S. Schaefer, Siddharth Joshi, Shan Li, Raúl Blázquez
2021	J	`jnl`	Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory. CoRR Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
2021	C	`conf`	LSTMs for Keyword Spotting with ReRAM-Based Compute-In-Memory Architectures. ISCAS Clemens J. S. Schaefer, Mark Horeni, Pooria Taheri, Siddharth Joshi
2020	—	`conf`	Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison. MWSCAS Zephan M. Enciso, Seyed Hadi Mirfarshbafan, Oscar Castañeda, Clemens J. S. Schaefer, Christoph Studer, Siddharth Joshi
2020	J	`jnl`	Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison. CoRR Zephan M. Enciso, Seyed Hadi Mirfarshbafan, Oscar Castañeda, Clemens J. S. Schaefer, Christoph Studer, Siddharth Joshi
2020	—	`conf`	Memory Organization and Structures for On-Chip Learning in Spiking Neural Networks. MWSCAS Clemens J. S. Schaefer, Siddharth Joshi
2020	C	`conf`	Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators. ISCAS Clemens J. S. Schaefer, Patrick Faley, Emre O. Neftci, Siddharth Joshi
2020	J	`jnl`	Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators. CoRR Clemens J. S. Schaefer, Patrick Faley, Emre O. Neftci, Siddharth Joshi
2020	—	`conf`	Quantizing Spiking Neural Networks with Integers. ICONS Clemens J. S. Schaefer, Siddharth Joshi