# two minute papers

**Amazing AR Effects Are Coming!**Two Minute Papers

2 days ago

Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers Their mentioned post is available ...

**OpenAI Plays Hide and Seek…and Breaks The Game! 🤖**Two Minute Papers

8 months ago

Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers Their blog post is available here: ...

**How Do Neural Networks Learn? 🤖**Two Minute Papers

6 days ago

Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers Their instrumentation of a previous ...

**An AI Made All of These Faces**Two Minute Papers

10 days ago

Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers Their instrumentation of this paper ...

**How To Get Started With Machine Learning? | Two Minute Papers #51**Two Minute Papers

4 years ago

I get a lot of messages from you Fellow Scholars that you would like to get started in machine learning and are looking for ...

**This Neural Network Optimizes Itself | Two Minute Papers #212**Two Minute Papers

2 years ago

The paper "Hierarchical Representations for Efficient Architecture Search" is available here: https://arxiv.org/pdf/1711.00436.pdf ...

**Stunning Video Game Graphics With Voxel Cone Tracing (VXGI) | Two Minute Papers #117**Two Minute Papers

3 years ago

The paper "Interactive Indirect Illumination Using Voxel Cone Tracing" is available here: ...

**10 Even Cooler Deep Learning Applications | Two Minute Papers #59**Two Minute Papers

4 years ago

For the third time, we present another round of incredible deep learning applications! 1. Geolocation ...

**Everybody Can Make Deepfakes Now!**Two Minute Papers

3 months ago

Check out Weights & Biases here and sign up for a free demo here: https://www.wandb.com/papers Their blog post is available ...

**Infinite Walking in Virtual Reality | Two Minute Papers #262**Two Minute Papers

1 years ago

The paper "Towards Virtual Reality Infinite Walking: Dynamic Saccadic Redirection " is available here: ...

**This AI Clones Your Voice After Listening for 5 Seconds 🤐**Two Minute Papers

7 months ago

Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers The shown blog post is available ...

**NVIDIA’s AI Recreated PacMan! 👻**Two Minute Papers

13 days ago

Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers The mentioned blog post is ...

**Digital Creatures Learn To Walk | Two Minute Papers #8**Two Minute Papers

4 years ago

In this episode, we are going to talk about computer animation, animating bipeds in particular. If we have the geometry of a ...

**This AI Learned To See In The Dark**Two Minute Papers

2 years ago

The paper "Learning to See in the Dark" and its source code is available here: ...

**This Superhuman Poker AI Was Trained in 20 Hours**Two Minute Papers

10 months ago

Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers Weights & Biases blog post with ...

**Google’s Chatbot: Almost Perfect 🤖**Two Minute Papers

3 months ago

Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers The paper "Towards a Human-like ...

**Baking And Melting Chocolate Simulations Are Now Possible! 🍫**Two Minute Papers

5 months ago

Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers Their blog post is available here: ...

**4 Experiments Where the AI Outsmarted Its Creators 🤖**Two Minute Papers

2 years ago

The paper "The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and ...

**This AI Senses Humans Through Walls 👀**Two Minute Papers

1 years ago

Pick up cool perks on our Patreon page: › https://www.patreon.com/TwoMinutePapers Crypto and PayPal links are available ...

**DeepMind's AI Creates Images From Your Sentences | Two Minute Papers #163**Two Minute Papers

3 years ago

The paper "Parallel Multiscale Autoregressive Density Estimation" is available here: https://arxiv.org/pdf/1703.03664.pdf Our ...

**DeepMind Made A Superhuman AI For 57 Atari Games! 🕹**Two Minute Papers

1 months ago

Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers The paper "Agent57: Outperforming ...

**DeepMind's AI Creates Images From Your Sentences | Two Minute Papers #163**Two Minute Papers

3 years ago

The paper "Parallel Multiscale Autoregressive Density Estimation" is available here: https://arxiv.org/pdf/1703.03664.pdf Our ...

**How Well Can an AI Learn Physics? ⚛**Two Minute Papers

20 days ago

Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers The paper "Learning to Simulate ...

**This AI Learned To Animate Humanoids🚶**Two Minute Papers

7 months ago

Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers The paper "Neural State Machine for ...

**The Story of Light ☀️**Two Minute Papers

4 months ago

The paper "Unifying points, beams, and paths in volumetric light transport simulation" and its implementation are available here: ...

**This AI Reproduces Human Perception | Two Minute Papers #248**Two Minute Papers

2 years ago

The paper "The Unreasonable Effectiveness of Deep Networks as a Perceptual Metric" is available here: ...

**This Curious AI Beats Many Games...and Gets Addicted to the TV**Two Minute Papers

1 years ago

Pick up cool perks on our Patreon page: › https://www.patreon.com/TwoMinutePapers Crypto and PayPal links are available ...

**Deep Reinforcement Terrain Learning | Two Minute Papers #67**Two Minute Papers

4 years ago

In this piece of work, a combination of deep learning and reinforcement learning is presented which has proven to be useful in ...

**Crumpling Sound Synthesis | Two Minute Papers #115**Two Minute Papers

3 years ago

The paper "Crumpling Sound Synthesis" is available here: http://www.cs.columbia.edu/cg/crumpling/ WE WOULD LIKE TO ...

**Beautiful Gooey Simulations, Now 10 Times Faster**Two Minute Papers

1 years ago

Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers The paper "GPU Optimization of Material ...

**Interactive Hair-Solid Simulations | Two Minute Papers #90**Two Minute Papers

3 years ago

We have talked about fluid and cloth simulations earlier, but we never really set foot in the domain of hair simulations in the series.

**Real-Time Shading With Area Light Sources | Two Minute Papers #65**Two Minute Papers

4 years ago

The paper "Real-Time Polygonal-Light Shading with Linearly Transformed Cosines" is available here: ...

**Learning to Fill Holes in Images | Two Minute Papers #130**Two Minute Papers

3 years ago

The paper "Scene Completion Using Millions of Photographs" is available here: ...

**Real-Time Soft Body Dynamics for Video Games | Two Minute Papers #103**Two Minute Papers

3 years ago

We have had plenty of episodes about fluid simulations, so how about some tasty soft body dynamics for today? Soft body ...

**Gradients, Poisson's Equation and Light Transport | Two Minute Papers #20**Two Minute Papers

4 years ago

Photorealistic rendering (also called global illumination) enables us to see how digital objects would look like in real life. It is an ...

**AI Learns Video Frame Interpolation | Two Minute Papers #197**Two Minute Papers

2 years ago

The paper "Video Frame Interpolation via Adaptive Separable Convolution" and its source code is available here: ...

**Separable Subsurface Scattering | Two Minute Papers #66**Two Minute Papers

4 years ago

Separable Subsurface Scattering is a novel technique to add real-time subsurface light transport calculations for computer games ...

**AI Learns Human Pose Estimation From Videos | Two Minute Papers #237**Two Minute Papers

2 years ago

The paper "DensePose: Dense Human Pose Estimation In The Wild" is available here: https://arxiv.org/abs/1802.00434 ...

**This Neural Network Animates Quadrupeds**Two Minute Papers

1 years ago

The paper "Mode-Adaptive Neural Networks for Quadruped Motion Control" is available here: ...

**This Fools Your Vision | Two Minute Papers #241**Two Minute Papers

2 years ago

The paper "Adversarial Examples that Fool both Human and Computer Vision" is available here: https://arxiv.org/abs/1802.08195 ...

**AI Learns Human Pose Estimation From Videos | Two Minute Papers #237**Two Minute Papers

2 years ago

The paper "DensePose: Dense Human Pose Estimation In The Wild" is available here: https://arxiv.org/abs/1802.00434 ...

**How Well Can an AI Learn Physics? ⚛**Two Minute Papers

20 days ago

Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers The paper "Learning to Simulate ...

**This AI Captures Your Hair Geometry...From Just One Photo! 👩🦱**Two Minute Papers

7 months ago

Check out Linode here and get $20 free credit on your account: https://www.linode.com/papers Links to the paper "Dynamic ...

**AI Learns Video Frame Interpolation | Two Minute Papers #197**Two Minute Papers

2 years ago

The paper "Video Frame Interpolation via Adaptive Separable Convolution" and its source code is available here: ...

**AI Creates 3D Models From Faces | Two Minute Papers #149**Two Minute Papers

3 years ago

The paper "Photorealistic Facial Texture Inference Using Deep Neural Networks" is available here: ...

**Real-Time Hair Rendering With Deep Opacity Maps | Two Minute Papers #171**Two Minute Papers

2 years ago

The paper "Deep Opacity Maps" is available here: http://www.cemyuksel.com/research/deepopacity/ Unofficial implementation: ...

**Video Game Graphics To Reality And Back | Two Minute Papers #203**Two Minute Papers

2 years ago

The paper "Unsupervised Image-to-Image Translation Networks" and its source code is available here: ...

**OpenAI's MuseNet Learned to Compose Mozart, Bon Jovi and More**Two Minute Papers

1 years ago

The blog post on OpenAI MuseNet is available here: https://openai.com/blog/musenet/ ❤️ Pick up cool perks on our Patreon ...

**OpenAI’s Jukebox AI Writes Amazing New Songs 🎼**Two Minute Papers

24 days ago

Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers Their instrumentation of this paper ...

**Adaptive Fluid Simulations | Two Minute Papers #10**Two Minute Papers

4 years ago

There are computer programs that can simulate the behavior of fluids, such as water, milk, honey and many others. However ...

**Amazing Slow Motion Videos With Optical Flow | Two Minute Papers #119**Two Minute Papers

3 years ago

The paper "An Iterative Image Registration Technique with an Application to Stereo Vision" is available here: ...

**All Hail The Mighty Translatotron!**Two Minute Papers

1 years ago

Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers My talk and the full panel discussion at the ...

**Automatic Hair Modeling from One Image | Two Minute Papers #92**Two Minute Papers

3 years ago

This time, we are going to talk about hair modeling - obtaining hair geometry information from a photograph. This geometry ...

**How Do Genetic Algorithms Work? | Two Minute Papers #32**Two Minute Papers

4 years ago

Genetic algorithms are in the class of evolutionary algorithms that build on the principle of "survival of the fittest". By recombining ...

**Terrain Generation With Deep Learning | Two Minute Papers #208**Two Minute Papers

2 years ago

The paper "Interactive Example-Based Terrain Authoring with Conditional Generative Adversarial Networks" is available here: ...

**This AI Sings | Two Minute Papers #230**Two Minute Papers

2 years ago

The paper "A Neural Parametric Singing Synthesizer" is available here: http://www.dtic.upf.edu/~mblaauw/NPSS/ Our Patreon ...

**Evolving Generative Adversarial Networks | Two Minute Papers #242**Two Minute Papers

2 years ago

The paper "Evolutionary Generative Adversarial Networks" is available here: https://arxiv.org/abs/1803.00657 Our Patreon page: ...

**How Can This Liquid Climb?**Two Minute Papers

1 years ago

The paper "On the Accurate Large-scale Simulation of Ferrofluids" is available here: ...

**Deep Image Prior | Two Minute Papers #219**Two Minute Papers

2 years ago

The paper "Deep Image Prior" and its source code is available here: https://dmitryulyanov.github.io/deep_image_prior Our ...

**This AI Performs Super Resolution in Less Than a Second**Two Minute Papers

1 years ago

The paper "A Fully Progressive Approach to Single-Image Super-Resolution" is available here: http://igl.ethz.ch/projects/prosr/ ...