ByteDance

Document understanding is a critical field that focuses on converting documents into meaningful information. This involves reading and interpreting text and understanding the layout, non-textual elements, and text style. The ability to comprehend spatial arrangement, visual...
Predicting the scaling behavior of frontier AI systems like GPT-4, Claude, and Gemini is essential for understanding their potential and making decisions about their development and use. However, it is difficult to predict how these systems...

Computer Science Researchers at Bytedance Developed Monolith: a Collisionless Optimised Embedding Table for Deep Learning-Based Real-Time Recommendations in a Memory-Efficient Way

Over the past decade, a surge in the number of businesses powered by recommendation techniques has been observed. Delivering personalized content for each user...

Meet MagicMix: An AI Model That Brings Semantic Mixing Capability to Image Diffusion Models

Large-scale text-conditioned image generation models have shown impressive results in recent years. They can generate realistic-looking images given a text prompt. These models are...

Researchers at ByteDance develop IDOL for enabling Models to learn more about Discriminative and Robust Instance Features for VIS (Video Instance Segmentation) Tasks

The goal of video instance segmentation is to simultaneously find, segment, and track all instances of an object in a video. Due to the...

Researchers from Bytedance and Dalian University Propose πŸ¦„ ‘Unicorn’: a Unified Computer Vision Approach to Address Four Tracking Tasks Using a Single Model with...

Object tracking is one of the core applications in the field of computer vision. It constructs pixel-level or instance-level connections amongst frames and produces...

Bytedance Researchers Propose CLIP-GEN: A New Self-Supervised Deep Learning Generative Approach Based On CLIP And VQ-GAN To Generate Reliable Samples From Text Prompts

This Article Is Based On The Research Paper 'CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP'. All Credit For This Research Goes To...

Bytedance Announces A New Plugin That Utilizes Machine Learning For Audio Synthesis

This Article Is Based On Mawf Insights and Information. All Credit For This Research Goes To The Researchers Of This Project πŸ‘πŸ‘πŸ‘ Please Don't Forget...

Researchers From ByteDance Introduce MetaFormer: A Unified Meta Framework for Fine-Grained Recognition That Achieves 92.3% and 92.7% on CUB-200-2011 and NABirds

Fine-grained visual classification, in contrast to generic object classification, tries to correctly classify things from the same basic category (birds, vehicles, etc.) into subcategories....

ByteDance Proposes An Impressive Multi-Object Tracking Architecture

Multi-object tracking (MOT) involves identifying and following objects as they move about in videos. Currently, available methods obtain identities by associating detection boxes whose...

ByteDance Proposes ‘DyStyle’: A Novel Dynamic Neural Network For Style Editing

In the last few years, AI researchers have been using Generative adversarial networks (GANs) to create images with unprecedented levels of diversity and photorealism,...

ByteDance (Developer of TikTok) Unveils The Most Advanced, Real-Time, HD, Human Video Matting Method

The use of real-time background replacement is becoming popular in many areas. For example, video conferencing and entertainment are two fields where this technique...

Snowflake AI Research Team Unveils Arctic: An Open-Source Enterprise-Grade Large Language Model (LLM) with...

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Snowflake AI Research has launched the Arctic, a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

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Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

Finally, the Wait is Over: Meta Unveils Llama 3, Pioneering a New Era in...

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Meta has revealed its latest large language model, the Meta Llama 3, which is a major breakthrough in the field of AI. This new model is not just...

TrueFoundry Releases Cognita: An Open-Source RAG Framework for Building Modular and Production-Ready Applications

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The field of artificial intelligence is rapidly evolving, andΒ takingΒ a prototype to production stage can be quite challenging. However, TrueFoundry has recently introduced a new...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

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