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Chintan Trivedi

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Chintan Trivedi
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deepgamingai

Universal Visual Encoders for Video-Games

Can we learn game representations from images that extract only the game’s content while ignoring its graphic styling? Spoiler: Yes!

6 min readNov 26, 2021

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Universal Visual Encoders for Video-Games

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Chintan Trivedi
in
deepgamingai

Quickly Convert Your 2D Sketch To 3D Animation With This AI

Overview of the paper “Monster Mash: A Single-View Approach to Casual 3D Modeling and Animation” by M Dvorožňák et al.

2 min readSep 25, 2020

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Quickly Convert Your 2D Sketch To 3D Animation With This AI

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Chintan Trivedi
in
deepgamingai

This AI designs beautiful Forest Landscapes for Games!

Overview of the paper “Data-driven Authoring of Large-scale Ecosystems” by K Kapp et al.

3 min readSep 18, 2020

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This AI designs beautiful Forest Landscapes for Games!

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Chintan Trivedi
in
deepgamingai

DeepMind’s AlphaZero AI Helps Design New Chess Rules

Overview of the paper “Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess” by N Tomašev et al.

4 min readSep 11, 2020

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DeepMind’s AlphaZero AI Helps Design New Chess Rules

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Chintan Trivedi
in
deepgamingai

This AI Could be Used To Design The Next Assassin’s Creed Game!

Overview of the paper “Next-Best View Policy for 3D Reconstruction” by D Peralta et al.

3 min readSep 9, 2020

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This AI Could be Used To Design The Next Assassin’s Creed Game!

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Chintan Trivedi
in
deepgamingai

AI-based Video Game Commentary With End-To-End Transformers?

Overview of the paper “End-to-End Object Detection with Transformers” by N Carion et al.

3 min readSep 5, 2020

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AI-based Video Game Commentary With End-To-End Transformers?

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Chintan Trivedi
in
deepgamingai

3D Pose Estimation With AI For Heavily Occluded Images

Overview of the paper “CenterHMR: a Bottom-up Single-shot Method for Multi-person 3D Mesh Recovery from a Single Image” by Y Sun et al.

3 min readSep 3, 2020

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3D Pose Estimation With AI For Heavily Occluded Images

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Chintan Trivedi
in
deepgamingai

DeepFakes AI — Improved Lip Sync Animations With Wav2Lip

Overview of the paper ”A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild” by K R Prajwal et al.

3 min readAug 31, 2020

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DeepFakes AI — Improved Lip Sync Animations With Wav2Lip

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Chintan Trivedi
in
deepgamingai

Towards Generalized Game-Playing RL Agents

Overview of the paper “Crossing The Gap: A Deep Dive into Zero-Shot Sim-to-Real Transfer for Dynamics” by E Valassakis et al.

3 min readAug 28, 2020

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Towards *Generalized* Game-Playing RL Agents

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Chintan Trivedi
in
deepgamingai

Realistic facial animations of 3D Avatars driven by Audio and Gaze

Overview of the paper “Audio- and Gaze-driven Facial Animation of Codec Avatars” by A Richard et al.

2 min readAug 26, 2020

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Realistic facial animations of 3D Avatars driven by Audio and Gaze

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Chintan Trivedi

Chintan Trivedi

AI, ML for Digital Games Researcher. Founder at DG AI Research Lab, India. Visit our publication homepage medium.com/deepgamingai for weekly AI & Games content!

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