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AI research trends 2021

Leading AI & Machine Learning Research Trends 2021

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machine learning papers

2020’s Top AI & Machine Learning Research Papers

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GPT-3 & Beyond: 10 NLP Research Papers You Should Read

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Novel Computer Vision Research Papers From 2020

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The Latest Breakthroughs in Conversational AI Agents

ICML 2020 Best Papers

Best Research Papers From ICML 2020

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open-domain chatbots

State-of-the-art Approaches to Building Open-Domain Conversational Agents

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Key Research Advances in Building Task-Oriented Dialog Agents

dialog datasets

Novel Datasets For Open-Domain & Task-Oriented Dialogs

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New Ways to Evaluate Open-Domain Conversational Agents

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Novel AI Approaches For Marketing & Advertising

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AI Approaches For Text Generation In Marketing & Advertising Use Cases

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Novel AI Methods For Video Generation for Marketing & Advertising

image generation with AI

New Ways To Leverage AI Image Synthesis For Marketing & Advertising Content

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linguistics in NLP models

Linguistics Wisdom of NLP Models

This article is authored by Keyur Faldu and Dr. Amit Sheth. This article elaborates on a niche aspect of the broader cover story on “Rise of…

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Discovering the Encoded Linguistic Knowledge in NLP Models

This article is authored by Keyur Faldu and Dr. Amit Sheth. This article elaborates on a niche aspect of the broader cover story on “Rise of…

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AI research trends 2021

Leading AI & Machine Learning Research Trends 2021

To help you stay well prepared for 2021, we have summarized the latest trends across different research areas, including natural language processing,…

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RepLoss and AggLoss

Deep-Learning Based Object Detection in Crowded Scenes

Object detection in crowded scenes is challenging. When objects gather, they tend to overlap largely with each other, leading to occlusions. Occlusion…

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time series forecasting

Transfer Learning for Time Series Forecasting and Classification

A brief history: ImageNet was first published in 2009 and over the next four years would go on to form the bedrock of…

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NeurIPS 2020 papers

NeurIPS 2020 Papers: Takeaways for a Deep Learning Engineer –  Computer Vision

As mentioned in part 1– the most important thing:) – I went through all the titles of NeurIPS 2020 papers (more than…

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NeurIPS 2020 papers

NeurIPS 2020 Papers: Takeaways for a Deep Learning Engineer

Advances in Deep Learning research are of great utility for a Deep Learning engineer working on real-world problems as most of the…

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NeurIPS 2020

Machine Learning on Knowledge Graphs at NeurIPS 2020

NeurIPS is a major venue covering a wide range of ML & AI topics. Of course, there is something interesting for Graph…

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BERT and neuroscience

The Curious Case of Developmental BERTology

This essay is written for machine learning researchers and neuroscientists (some jargons in both fields will be used). Though it is not…

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NLP at NeurIPS 2020

NeurIPS 2020: Key Research Papers in Natural Language Processing (NLP) & Conversational AI

NeurIPS is the largest machine learning conference held every December. It brings together researchers in computational neuroscience, reinforcement learning, deep learning, and…

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