Ramchalam K R
ramchalamkr.bsky.social
Ramchalam K R
@ramchalamkr.bsky.social
Ml Research Engineer at the intersection of model training and efficient inference on NPUs
Excited to announce that our Paper from #Qualcomm Canada has been accepted at #NeurIPS2025 OmniDraft: A Cross-vocabulary, Online Adaptive Drafter for On-device Speculative Decoding.
Looking forward to sharing our work at NeurIPS 2025. @neuripsconf.bsky.social
Preprint - arxiv.org/abs/2507.02659
September 19, 2025 at 11:40 AM
Thanks everyone for the wonderful and engaging discussions during our poster sessions and live demo of our work - Stepping Forward On The Last Mile. Thank you 😊.
arxiv.org/html/2411.04...

@neuripsconf.bsky.social
@qualcomm.bsky.social
December 14, 2024 at 12:09 AM
Qualcomm at NeurIPS 2024: Our groundbreaking innovations and cutting-edge advancements in AI.
www.qualcomm.com/news/onq/202...

If you're attending NeurIPS 2024 in Vancouver, be sure to visit us at Qualcomm's booth #533 and our poster(#6102) on Wednesday - Stepping forward on the last mile.
Qualcomm at NeurIPS 2024: Our groundbreaking innovations and cutting-edge advancements in AI | Qualcomm
2024 is notable for the remarkable advancements in generative artificial intelligence (GenAI), and Qualcomm Technologies is at the forefront of bringing these capabilities to edge devices. Our Qualcom...
www.qualcomm.com
December 8, 2024 at 4:14 PM
Our work at Qualcomm AI research, Qualcomm Canada was accepted at NeurIPS 2024. This work presents on-device training for any network (transformer, convolutional or rnn architecture) using fixed points(quantized) forward gradients (no back-prop).
Paper link: arxiv.org/html/2411.04...

#Neurips2024
Stepping Forward on the Last Mile
arxiv.org
December 6, 2024 at 3:55 PM