VEATIC: Video-based Emotion and Affect Tracking in Context Dataset: Experiments

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Zhihang Ren, University of California, Berkeley and these authors contributed equally to this work (Email: peter.zhren@berkeley.edu); (2) Jefferson Ortega, University of California, Berkeley and these authors contributed equally to this work (Email: jefferson_ortega@berkeley.edu); (3) Yifan Wang, University of California, Berkeley and these … Read more

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset: Discussion

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Zhihang Ren, University of California, Berkeley and these authors contributed equally to this work (Email: peter.zhren@berkeley.edu); (2) Jefferson Ortega, University of California, Berkeley and these authors contributed equally to this work (Email: jefferson_ortega@berkeley.edu); (3) Yifan Wang, University of California, Berkeley and these … Read more

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset: Abstract and Intro

:::info Authors: (1) Zhihang Ren, University of California, Berkeley and these authors contributed equally to this work (Email: peter.zhren@berkeley.edu); (2) Jefferson Ortega, University of California, Berkeley and these authors contributed equally to this work (Email: jefferson_ortega@berkeley.edu); (3) Yifan Wang, University of California, Berkeley and these authors contributed equally to this work (Email: wyf020803@berkeley.edu); (4) Zhimin … Read more

ToolTalk: Benchmarking the Future of Tool-Using AI Assistants

:::info Authors: (1) Nicholas Farn, Microsoft Corporation {Microsoft Corporation {nifarn@microsoft.com}; (2) Richard Shin, Microsoft Corporation {eush@microsoft.com}. ::: Table of Links Abstract and Intro Dataset Design Evaluation Methodology Experiments and Analysis Related Work Conclusion, Reproducibility, and References A. Complete list of tools B. Scenario Prompt C. Unrealistic Queries D. Nuances comparing prior work ABSTRACT Large language … Read more

A Practical Approach to Novel Class Discovery in Tabular Data: Appendix

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

Unlocking Novel Class Discovery: Advances in NCD Algorithms and Hyperparameter Tuning

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

Comprehensive NCD Experimentation: Datasets, Metrics, Competitors, and Results Analysis

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

A Practical Approach to Novel Class Discovery in Tabular Data: Full training procedure

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

Estimating Novel Class Count in NCD by Leveraging Cluster Validity Indices

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

Hyperparameter Optimization in Novel Class Discovery

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

Optimizing Novel Class Discovery with NCD Spectral Clustering and k-means

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

Exploring Semi-Supervised and Transfer Learning in Novel Class Discovery

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

A Practical Approach to Novel Class Discovery in Tabular Data

:::info Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. ::: … Read more

How to Build DApp on Rootstock with Next.js, Typescript, and Solidity

Welcome to a comprehensive guide on “Building a Decentralized Messaging Application with Next.js, TypeScript, and Solidity”. In this tutorial, we’ll construct a decentralized messaging application that harnesses the power of blockchain technology. You’ll gain a clear understanding of the following: Building dynamic interfaces with Next.js Crafting Ethereum smart contracts with Solidity Incorporating static type checking … Read more

A Practical Guide to Dynamic Polymorphism in C Programming

Dynamic polymorphism is a programming paradigm that enhances code flexibility and maintainability by allowing objects to be treated uniformly while exhibiting different behaviors. This concept is particularly useful in scenarios involving collections of related objects that need to perform specific actions. In this article, we compare two implementations of a toy simulation in C to … Read more

Redirecting DNS Traffic in Docker Containers Using Tc-BPF

The adoption of eBPF (Extended Berkeley Packet Filter) has revolutionized high-performance applications, tracing, security, and packet filtering within the Linux kernel. Specifically, TC-BPF, a type of eBPF program attached to the Traffic Control (TC) layer, has emerged as a powerful tool for packet manipulation in both ingress and egress. This blog delves into the practical … Read more

USDTlr.com Launches Automated Trading Platform, Enters Beta Phase

LONDON, United Kingdom, May 26th, 2024/Chainwire/–USDTlr.com is pleased to announce the successful launch of its new automated trading platform, which is now in the beta phase. This platform is designed to assist users in navigating the volatile market with no human intervention, streamlining the trading process. Without any human intervention, making the process seamless and … Read more

Caldera Launches Guardian Nodes, Enabling Teams To Raise Funds And Decentralize Their Network

SAN FRANSCISCO, United States, May 24th, 2024/Chainwire/ Rollup-as-a-Service platform Caldera is launching Guardian Nodes, a production-ready node system that enables network users to verify rollup blocks for rewards. HYCHAIN, the first team to leverage this system with Caldera, generated $8 million from their initial node sale. Caldera, the leading Rollup-as-a-Service (RaaS) platform, currently powers over … Read more

Creating Effective Integration Tests: Best Practices and Tools Within the Spring Framework

In modern software development, effective testing plays a key role in ensuring the reliability and stability of applications. This article offers practical recommendations for writing integration tests, demonstrating how to focus on the specifications of interactions with external services, making the tests more readable and easier to maintain. The approach not only enhances the efficiency … Read more

Quantum Computing Needs More Software Engineers

This article is inspired by the need for more Software Engineers in quantum computing. Not to mention the other Developers, UX Designers, QA Testers, Product Managers and all the rest of the talent that makes it possible to ship a real product to real customers. Especially products in Deep Tech and Frontier Tech like quantum … Read more

A Summarize-then-Search Method for Long Video Question Answering: Method

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jiwan Chung, MIR Lab Yonsei University (https://jiwanchung.github.io/); (2) Youngjae Yu, MIR Lab Yonsei University (https://jiwanchung.github.io/). ::: Table of Links Abstract and Intro Method Experiments Related Work Conclusion Limitations and References A. Experiment Details B. Prompt Samples 2. Method 2.1. Plot Generation 2.2. … Read more

A Summarize-then-Search Method for Long Video Question Answerin Experiment Details

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jiwan Chung, MIR Lab Yonsei University (https://jiwanchung.github.io/); (2) Youngjae Yu, MIR Lab Yonsei University (https://jiwanchung.github.io/). ::: Table of Links Abstract and Intro Method Experiments Related Work Conclusion Limitations and References A. Experiment Details B. Prompt Samples A. Experiment Details Computational Budget. Long … Read more

A Summarize-then-Search Method for Long Video Question Answering: Conclusion

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jiwan Chung, MIR Lab Yonsei University (https://jiwanchung.github.io/); (2) Youngjae Yu, MIR Lab Yonsei University (https://jiwanchung.github.io/). ::: Table of Links Abstract and Intro Method Experiments Related Work Conclusion Limitations and References A. Experiment Details B. Prompt Samples 5. Conclusion We introduced Long Story … Read more

A Summarize-then-Search Method for Long Video Question Answering: Prompt Samples

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jiwan Chung, MIR Lab Yonsei University (https://jiwanchung.github.io/); (2) Youngjae Yu, MIR Lab Yonsei University (https://jiwanchung.github.io/). ::: Table of Links Abstract and Intro Method Experiments Related Work Conclusion Limitations and References A. Experiment Details B. Prompt Samples B. Prompt Samples We use the … Read more

A Summarize-then-Search Method for Long Video Question Answering: Experiments

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jiwan Chung, MIR Lab Yonsei University (https://jiwanchung.github.io/); (2) Youngjae Yu, MIR Lab Yonsei University (https://jiwanchung.github.io/). ::: Table of Links Abstract and Intro Method Experiments Related Work Conclusion Limitations and References A. Experiment Details B. Prompt Samples 3. Experiments For all experiments, we … Read more

The F*ck It Effect

You know that feeling when, in a moment of decision paralysis, you finally say to yourself ‘Fuck it’ and actually do the thing? Chances are, you’ve felt that “Fuck it” moment more than once in your life. Maybe it was deciding to walk out on the Barbie movie, even though those tickets costs you 30 … Read more

A Summarize-then-Search Method for Long Video Question Answering: Limitations & References

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Jiwan Chung, MIR Lab Yonsei University (https://jiwanchung.github.io/); (2) Youngjae Yu, MIR Lab Yonsei University (https://jiwanchung.github.io/). ::: Table of Links Abstract and Intro Method Experiments Related Work Conclusion Limitations and References A. Experiment Details B. Prompt Samples 6. Limitations Our study has some … Read more