Data Science Gems
These are recordings of the latest pieces of breakthrough research on deep learning for NLP and vision. The goal is to put up at least one update per week.HomePage: sites.google.com/view/manishg/
LinkedIn: www.linkedin.com/in/manishsgupta/
Manish Gupta is a Principal Applied Researcher at Microsoft India R&D Private Limited at Hyderabad, India. He is also an Adjunct Faculty at IIIT, Hyderabad and a visiting faculty at ISB, Hyderabad. He received his Masters in Computer Science from IIT Bombay (2007) and Ph.D. from the Univ of Illinois at Urbana-Champaign in 2013. He worked for Yahoo! Bangalore from 2005-07. His research interests are in the areas of deep learning, natural language processing, web mining and data mining. He has published 150+ research papers in reputed refereed journals and conferences. He has also co-authored two books: one on Outlier Detection for Temporal Data and another one on Information Retrieval with Verbose Queries.
- 20:26
- 14 күн бұрын
Video #203 GPTQ: Accurate Post-Training Quantization For Generative Pre-Trained Transformers
- 16:23
- Ай бұрын
CALM: LLM Augmented LLMs
- 15:39
- Ай бұрын
XTR: ConteXtualized Token Retriever
- 13:05
- Ай бұрын
PLLaVA: Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning
- 17:11
- Ай бұрын
YOCO: Decoder-Decoder Architectures for LLMs
- 19:29
- Ай бұрын
KAN: Kolmogorov-Arnold Networks
- 13:42
- Ай бұрын
LaMP: Personalization Benchmark for LLMs
- 29:26
- 2 ай бұрын
CircuitVQA: A VQA Dataset for Electrical Circuit Images
- 7:15
- 3 ай бұрын
OLMo
- 10:34
- 3 ай бұрын
OpenAI's gpt4o
- 5:48
- 3 ай бұрын
Apple's OpenELM models
- 18:07
- 3 ай бұрын
Supporting Infinite Context Length using TransformerFAM
- 12:14
- 3 ай бұрын
Infini attention and Infini Transformer
- 9:25
- 3 ай бұрын
Microsoft Phi-3
- 11:06
- 4 ай бұрын
Meta Llama 3
- 32:09
- 4 ай бұрын
DAC: Detoxifying Query Auto-Completions
- 8:51
- 4 ай бұрын
BitNet b1.58: The era of 1-bit LLMs
- 14:00
- 4 ай бұрын
BitNet: Scaling 1-bit Transformers for LLMs
- 9:05
- 4 ай бұрын
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