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🎙️ Welcome to the Talking Papers Podcast: Where Research Meets Conversation 🌟 Are you ready to explore the fascinating world of cutting-edge research in computer vision, machine learning, artificial intelligence, graphics, and beyond? Join us on this podcast by researchers, for researchers, as we venture into the heart of groundbreaking academic papers. At Talking Papers, we've reimagined the way research is shared. In each episode, we engage in insightful discussions with the main authors o ...
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I interview experts about their fascinating research! I ask everything from how they decided on their research question, to what they want everyone to know about their findings. This podcast will appeal to anyone interested in research, but also anyone interested in learning new things.
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Talking Papers Podcast Episode: "Cameras as Rays: Pose Estimation via Ray Diffusion" with Jason Zhang Welcome to the latest episode of the Talking Papers Podcast! This week's guest is Jason Zhang, a PhD student at the Robotics Institute at Carnegie Mellon University who joined us to discuss his paper, "Cameras as Rays: Pose Estimation via Ray Diffu…
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Welcome to another exciting episode of the Talking Papers Podcast! In this episode, I had the pleasure of hosting Jiahao Li, a talented PhD student at Toyota Technological Institute at Chicago (TTIC), who discussed his groundbreaking research paper titled "Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model". This …
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In this exciting episode of #TalkingPapersPodcast, we have the pleasure of hosting Ana Dodik, a second-year PhD student at MIT. We delve into her research paper titled "Variational Barycentric Coordinates." Published in SIGGRAPH Asia, 2023, this paper significantly contributes to our understanding of the optimization of generalized barycentric coor…
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Welcome to another exciting episode of the Talking Papers Podcast! In this episode, we delve into the fascinating world of self-supervised learning with our special guest, Ravid Shwartz-Ziv. Together, we explore and dissect their research paper titled "Reverse Engineering Self-Supervised Learning," published in NeurIPS 2023. Self-supervised learnin…
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Welcome to another exciting episode of the Talking Papers Podcast! In this installment, I had the pleasure of hosting the brilliant Zoë Marschner as we delved into the fascinating world of Constructive Solid Geometry on Neural Signed Distance Fields. This exceptional research paper, published in SIGGRAPH Asia 2023, explores the cutting-edge potenti…
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🎙️Join us on this exciting episode of the Talking Papers Podcast as we sit down with the talented Sadegh Aliakbarian to explore his groundbreaking ICCV 2023 paper "HMD-NeMo: Online 3D Avatar Motion Generation From Sparse Observations" . Our guest, will take us on a journey through this pivotal research that addresses a crucial aspect of immersive m…
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Join us on this exciting episode of the Talking Papers Podcast as we sit down with the brilliant Jeong Joon Park to explore his groundbreaking paper, "CC3D: Layout-Conditioned Generation of Compositional 3D Scenes," just published at ICCV 2023. Discover CC3D, a game-changing conditional generative model redefining 3D scene synthesis. Unlike traditi…
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Welcome to another exciting episode of the Talking Papers Podcast! In this installment, I had the pleasure of hosting Chengfenfg Xu to discuss his paper "NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object Detection" which was published at ICCV2023. In recent times, NeRF has gained widespread prominence, and the fie…
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Welcome to another exciting episode of the Talking Papers Podcast! In this installment, I had the pleasure of hosting Tomas Jakab to discuss his paper "MagicPony: Learning Articulated 3D Animals in the Wild" which was published at CVPR 2023. The motivation behind the MagicPony methodology stems from the challenge posed by the scarcity of labeled da…
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Have you heard of doomscrolling? It was coined during the COVID-19 pandemic to describe the phenomenon of the rise in negative feelings after viewing pandemic-related media. In this episode Professor Matthew Prices discusses his research on the negative association between daily social media consumption and mental health symptoms during the COVID-1…
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All links are available in this blog post Welcome to another exciting episode of the Talking Papers Podcast! In this installment, I had the pleasure of hosting Shir Iluz to discuss her groundbreaking paper titled "Word-As-Image for Semantic Typography" which won the SIGGRAPH 2023 Honorable Mention award. This scientific paper introduces an innovati…
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In this episode of the Talking Papers Podcast, I hosted Yawar Siddiqui to chat about his CVPR 2023 paper "Panoptic Lifting for 3D Scene Understanding with Neural Fields". All links are available in the blog post. In this paper, they proposed a new method for "lifting" 2D panoptic segmentation into a 3D volume represented as neural fields using in-t…
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In this episode of the Talking Papers Podcast, I hosted Kejie Li to chat about his CVPR 2023 paper "MobileBrick: Building LEGO for 3D Reconstruction on Mobile Devices". All links are available in the blog post. In this paper, they proposed a new dataset and paradigm for evaluating 3D object reconstruction. It is very difficult to create a digital t…
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Most young adults use Instagram and Facebook frequently. Social media use is associated with increased negative social comparisons. Negative social comparisons on social media are related to suicidal ideation. In this episode Professor Elizabeth Spitzer discusses her research on the negative social comparison, suicidal ideation, thwarted belongingn…
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All links are available in the blog post. In this episode of the Talking Papers Podcast, I hosted Jiahao Zhang to chat about our CVPR 2023 paper "Aligning Step-by-Step Instructional Diagrams to Video Demonstrations". furniture assembly diagram. To do that, we collected and annotated a brand new dataset: "IKEA Assembly in the Wild" where we aligned …
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All links are available in the blog post: https://www.itzikbs.com/inr2vec/ In this episode of the Talking Papers Podcast, I hosted Luca De Luigi. We had a great chat about his paper “Deep Learning on Implicit Neural Representations of Shapes”, AKA INR2Vec, published in ICLR 2023 . In this paper, they take implicit neural representations to the next…
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Performing random acts of kindness increases the happiness in both the givers and receivers. However, people underestimate the positive value performing a random act of kindness may have. In this episode Professor Kumar discusses his recent paper "A Little Good Goes an Unexpectedly Long Way: Underestimating the Positive Impact of Kindness on Recipi…
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In this episode of the Talking Papers Podcast, I hosted Yael Vinker. We had a great chat about her paper "CLIPasso: SEmantically-Aware Object Sketching”, SIGGRAPH 2022 best paper award winner. In this paper, they convert images into sketches with different levels of abstraction. They avoid the need for sketch datasets by using the well-known CLIP m…
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Understanding patient sociodemographic factors is necessary to quantify equity and inclusion in healthcare. The World Health Organization recommends all countries integrate health inequality monitoring into their information systems and develop practices that promote health equity. Dr. Murdoch Leeies explains the findings of his recent publication …
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Drug checking is a harm reduction response to help prevent people who use drugs from consuming substances they did not intend to purchase and to provide the opportunity to make informed decisions about drug use. Substance use stigma prevents people from engaging in harm reduction practices. In this podcast episode, Samantha Davis discusses her rece…
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All links are available in the blog post. In this episode of the Talking Papers Podcast, we hosted Amir Belder. We had a great chat about his paper "Random Walks for Adversarial Meshes”, published in SIGGRAPH 2022. In this paper, they take on the task of creating an adversarial attack for triangle meshes. This is a non-trivial task since meshes are…
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In this episode of the Talking Papers Podcast, I hosted Silvia Sellán. We had a great chat about her paper "Stochastic Poisson Surface Reconstruction”, published in SIGGRAPH Asia 2022. In this paper, they take on the task of surface reconstruction with a probabilistic twist. They take the well-known Poisson Surface reconstruction algorithm and gene…
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In this episode of the Talking Papers Podcast, I hosted Sameera Ranasinghe. We had a great chat about his paper "Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs”, published in ECCV 2022 as an oral presentation. In this paper, they propose a new family of activation functions for coordinate MLPs and provide a theo…
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William K. Black is a professor of Economics and Law at the University of Missouri – Kansas City (UMKC) and the Distinguished Scholar in Residence for Financial Regulation at the University of Minnesota Law School. He is a white-collar criminologist. He was the Executive Director of the Institute for Fraud Prevention from 2005-2007. He was a senior…
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In this episode of the Talking Papers Podcast, I hosted Marko Mihajlovic . We had a great chat about his paper "KeypointNeRF: Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints”, published in ECCV 2022. In this paper, they create a generalizable NeRF for virtual avatars. To get a high-fidelity reconstruction of…
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Julie Segal is Senior Manager, Climate Finance at Environmental Defence, where she advances climate-related financial policy and regulation. In this episode, Julie discusses her paper, "Justice and Sustainability: Pricing in Physical Climate Risks" which won First Prize Paper in the Ethics & Trust in Finance Global Prize. The paper discusses how pr…
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Professor June Carbone Professor holds the Robina Chair in Law, Science and Technology at the University of Minnesota Law School. Prior to beginning this position in 2013, she was the Edward A. Smith/Missouri Chair of Law, the Constitution and Society at the University of Missouri at Kansas City (UMKC). She is an expert in family law, assisted repr…
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In this episode, Aleah Fontaine and Katherine Starzyk discuss their paper, "Attitudes Toward Reconciliation in Canada: Relationships With Connectedness to Nature, Animal–Human Continuity, and Moral Expansiveness" published in the Canadian Journal of Behavioural Science in 2021. In this paper they surveyed 233 non-Indigenous undergraduate students i…
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Dr. Anna Sheftel is internationally recognized for many of her publications, including the article she discusses in this episode: “Talking and Not Talking about Violence: Challenges in Interviewing Survivors of Atrocity as Whole People,” which won the Oral History Association’s 2019 Article Award. Dr. Sheftel is Principal and Associate Professor in…
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In this episode of the Talking Papers Podcast, I hosted David B. Lindell to chat about his paper "BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation”, published in CVPR 2022. In this paper, they took on training a coordinate network. They do this by introducing a new type of neural network architecture that has an analytica…
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Becki Ross is a long-time academic-activist in social movements, including feminist activism, Two Spirit and LGBTQ+ liberation, trans rights, sex workers’ sovereignty, and reproductive justice. Becki does her queerly feminist anti-colonial teaching and research in Sociology at the Institute for Gender, Race, Sexuality, and Social Justice at the Uni…
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In this episode of the Talking Papers Podcast, I hosted Hsueh-Ti Derek Liu to chat about his paper "Learning Smooth Neural Functions via Lipschitz Regularization”, published in SIGGRAPH 2022. In this paper, they took on the unique task of enforcing smoothness on Neural Fields (modelled as a neural network). They do this by introducing a regularizat…
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Ellie Gutowski, PhD is an Assistant Professor at University of Toronto in the Department of Applied Psychology and Human Development. Ellie discusses two of her first author papers: “Like I’m Invisible: IPV Survivor-Mothers’ Perceptions of Seeking Child Custody through the Family Court System” and “Coercive Control in the Courtroom: the Legal Abuse…
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In this episode of the Talking Papers Podcast, I hosted Chamin Hewa Koneputugodage to chat about OUR paper "DiGS: Divergence guided shape implicit neural representation for unoriented point clouds”, published in CVPR 2022. In this paper, we took on the task of surface reconstruction using a novel divergence-guided approach. Unlike previous methods,…
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Between 2017 and May 2020, with funding from Women and Gender Equality Canada, Rise Women's Legal Centre studied how the family law system responds to family violence in BC. This episode discusses some of the key findings of the 2021 report from Rise Women's Legal Centre, authored by Haley Hrymak & Kim Hawkins: Why Can’t Everyone Just Get Along-Ris…
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In this episode of the Talking Papers Podcast, I hosted Dejan Azinović to chat about his paper "Neural RGB-D Surface Reconstruction”, published in CVPR 2022. In this paper, they take on the task of RGBD surface reconstruction by using novel view synthesis. They incorporate depth measurements into the radiance field formulation by learning a neural …
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David Ng is a queer, feminist, media artist, and co-Artistic Director of Love Intersections - an arts collective made up of queer people of colour. This episode discusses David and Jen Sungshine's paper on the key themes and methodologies from Love Intersections. The paper also explores the approaches to ethical storytelling through a decolonial le…
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In this episode of the Talking Papers Podcast, I hosted Yuliang Xiu to chat about his paper "ICON: Implicit Clothed humans Obtained from Normals”, published in CVPR 2022. SMPL(-X) body model to infer clothed humans (conditioned on the normals). Additionally, they propose an inference-time feedback loop that alternates between refining the body's no…
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In this episode of the Talking Papers Podcast, I hosted Itai Lang to chat about his paper "SampleNet: Differentiable Point Cloud Sampling”, published in CVPR 2020. In this paper, they propose a point soft-projection to allow differentiating through the sampling operation and enable learning task-specific point sampling. Combined with their regulari…
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The legal system is often used by abusers to exercise coercive control over a former intimate partner. In this episode, Dr. Heather Douglas describes her research findings from interviews with 65 women in Australia, and her recommendations for change as outlined in her paper "Legal Systems Abuse and Coercive Control" published in Criminology & Crim…
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In this episode of the Talking Papers Podcast, I hosted Manuel Dahnert to chat about his paper “Panoptic 3D Scene Reconstruction From a Single RGB Image”, published in NeurIPS 2021. In this paper, they unify the task of reconstruction, semantic segmentation and instance segmentation in 3D from a single RGB image. They propose a holistic approach to…
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In this episode Dr. Ayse Yemiscigil discusses her first author paper “The Effects of Retirement on Sense of Purpose in Life: Crisis or Opportunity?” published in Psychological Science in 2021. Dr. Ayse Yemiscigil is currently a postdoctoral fellow at the Human Flourishing Program at Harvard University and at Harvard Kennedy School’s Center for Publ…
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In this episode of the Talking Papers Podcast, I hosted Songyou Peng to chat about his paper “Shape As Points: A Differentiable Poisson Solver”, published in NeurIPS 2021. In this paper, they take on the task of surface reconstruction and propose a hybrid representation that unifies explicit and implicit representation in addition to a differentiab…
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In this episode, Temitope Onifade, PhD student at UBC, discusses his paper “Climate Justice Under the Paris Agreement: Framework and Substance” published in the journal Carbon and Climate Law Review, 2021. This paper was one of the top 5 articles in all of 2021 on Lexxion Publisher for the journal Carbon and Climate Law Review Temitope speaks about…
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PAPER TITLE: "VLN BERT: A Recurrent Vision-and-Language BERT for Navigation" AUTHORS: Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez-Opazo, Stephen Gould ABSTRACT: Accuracy of many visiolinguistic tasks has benefited significantly from the application of vision-and-language (V&L) BERT. However, its application for the task of vision and-languag…
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PAPER TITLE Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks AUTHORS Despoina Paschalidou , Angelos Katharopoulos, Andreas Geiger, Sanja Fidler ABSTRACT Impressive progress in 3D shape extraction led to representations that can capture object geometries with high fidelity. In parallel, primitive-based methods …
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In this episode, Laura Hazlett, PhD student at UCLA discusses her paper “Exploring neural mechanisms of the health benefits of gratitude in women: A randomized controlled trial” published in the journal Brain, Behaviour, and Immunity in 2021. Laura explains that this research from the Social and Affective Neuroscience lab at UCLA examined the possi…
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PAPER TITLE: Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction AUTHORS: Guy Gafni Justus Thies Michael Zollhöfer Matthias Nießner Project page: https://gafniguy.github.io/4D-Facial-Avatars/ CODE: 💻https://github.com/gafniguy/4D-Facial-Avatars ABSTRACT: We present dynamic neural radiance fields for modeling the appearance …
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PAPER TITLE: "UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders" AUTHORS: Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh, Tong Zhang, Nick Barnes ABSTRACT: In this paper, we propose the first framework (UCNet) to employ uncertainty for RGB-D saliency detection by learning from th…
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