Results 11 to 20 of about 3,692,662 (365)
Instant neural graphics primitives with a multiresolution hash encoding [PDF]
ACM Transactions on Graphics, 2022 Neural graphics primitives, parameterized by fully connected neural networks, can be costly to train and evaluate. We reduce this cost with a versatile new input encoding that permits the use of a smaller network without sacrificing quality, thus ...
T. Müller +3 more
semanticscholar +1 more source
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca [PDF]
arXiv.org, 2023 Large Language Models (LLMs), such as ChatGPT and GPT-4, have dramatically transformed natural language processing research and shown promising strides towards Artificial General Intelligence (AGI).
Yiming Cui, Ziqing Yang, Xin Yao
semanticscholar +1 more source
The Impact of Positional Encoding on Length Generalization in Transformers [PDF]
Neural Information Processing Systems, 2023 Length generalization, the ability to generalize from small training context sizes to larger ones, is a critical challenge in the development of Transformer-based language models. Positional encoding (PE) has been identified as a major factor influencing
Amirhossein Kazemnejad +4 more
semanticscholar +1 more source
NICE-SLAM: Neural Implicit Scalable Encoding for SLAM [PDF]
Computer Vision and Pattern Recognition, 2021 Neural implicit representations have recently shown encouraging results in various domains, including promising progress in simultaneous localization and mapping (SLAM). Nevertheless, existing methods produce over- smoothed scene reconstructions and have
Zihan Zhu +7 more
semanticscholar +1 more source
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding [PDF]
Computer Vision and Pattern Recognition, 2021 Emerging interests have been brought to recognize previously unseen objects given very few training examples, known as few-shot object detection (FSOD).
Bo Sun +4 more
semanticscholar +1 more source
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation [PDF]
Computer Vision and Pattern Recognition, 2020 We present a generic image-to-image translation framework, pixel2style2pixel (pSp). Our pSp framework is based on a novel encoder network that directly generates a series of style vectors which are fed into a pretrained StyleGAN generator, forming the ...
Elad Richardson +6 more
semanticscholar +1 more source
Rethinking and Improving Relative Position Encoding for Vision Transformer [PDF]
IEEE International Conference on Computer Vision, 2021 Relative position encoding (RPE) is important for transformer to capture sequence ordering of input tokens. General efficacy has been proven in natural language processing.
Kan Wu +4 more
semanticscholar +1 more source
Phage-Encoded Endolysins [PDF]
Antibiotics, 2021 Due to the global emergence of antibiotic resistance, there has been an increase in research surrounding endolysins as an alternative therapeutic. Endolysins are phage-encoded enzymes, utilized by mature phage virions to hydrolyze the cell wall from within. There is significant evidence that proves the ability of endolysins to degrade the peptidoglycan
Fatma Abdelrahman +11 more
openaire +5 more sources
Hyper-Dimensional Computing Challenges and Opportunities for AI Applications
IEEE Access, 2022 Brain-inspired architectures are gaining increased attention, especially for edge devices to perform cognitive tasks utilizing its limited energy budget and computing resources.
Eman Hassan +3 more
doaj +1 more source
On Pseudorandom Encodings [PDF]
, 2020 We initiate a study of pseudorandom encodings: efficiently computable and decodable encoding functions that map messages from a given distribution to a random-looking distribution. For instance, every distribution that can be perfectly and efficiently compressed admits such a pseudorandom encoding.
Agrikola, Thomas +4 more
openaire +5 more sources