Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task. - Nikolay Bogoychev; Roman Grundkiewicz; Alham Fikri Aji; Maximiliana Behnke; Kenneth Heafield; Sidharth Kashyap; Emmanouil-Ioannis Farsarakis; Mateusz Chudyk (NGT@ACL, 2020)

Efficient Machine Translation with Model Pruning and Quantization. - Maximiliana Behnke; Nikolay Bogoychev; Alham Fikri Aji; Kenneth Heafield; Graeme Nail; Qianqian Zhu; Svetlana Tchistiakova; Jelmer van der Linde; Pinzhen Chen; Sidharth Kashyap; Roman Grundkiewicz (WMT@EMNLP, 2021)

Edinburgh's Submission to the WMT 2022 Efficiency Task. - Nikolay Bogoychev; Maximiliana Behnke; Jelmer van der Linde; Graeme Nail; Kenneth Heafield; Biao Zhang; Sidharth Kashyap (WMT, 2022)

Characterizing the Scalability of Graph Convolutional Networks on Intel® PIUMA. - Matthew Joseph Adiletta; Jesmin Jahan Tithi; Emmanouil-Ioannis Farsarakis; Gerasimos Gerogiannis; Robert Adolf; Robert Benke; Sidharth Kashyap; Samuel Hsia; Kartik Lakhotia; Fabrizio Petrini; Gu-Yeon Wei; David Brooks 001 (ISPASS, 2023)

Low resource FPGA implementation based efficient image edge detector architecture. - Sidharth Kashyap; Ashish Kumar Bhandari; Pushpa Giri (Multim. Tools Appl., 2024)

Logarithmically Optimized Real-Time HDR Tone Mapping With Hardware Implementation. - Sidharth Kashyap; Pushpa Giri; Ashish Kumar Bhandari (IEEE Trans. Circuits Syst. II Express Briefs, 2024)