Zobrazeno 1 - 10
of 19 657
pro vyhledávání: '"P Balaji"'
Soft grippers have demonstrated a strong ability to successfully pick and manipulate many objects. A key limitation to their wider adoption is their inability to grasp larger payloads due to objects slipping out of grasps. We have overcome this limit
Externí odkaz:
http://arxiv.org/abs/2412.07976
Recent privacy regulations (e.g., GDPR) grant data subjects the `Right to Be Forgotten' (RTBF) and mandate companies to fulfill data erasure requests from data subjects. However, companies encounter great challenges in complying with the RTBF regulat
Externí odkaz:
http://arxiv.org/abs/2411.17126
Autor:
Shirzad, Hamed, Lin, Honghao, Venkatachalam, Balaji, Velingker, Ameya, Woodruff, David, Sutherland, Danica
Graph Transformers excel in long-range dependency modeling, but generally require quadratic memory complexity in the number of nodes in an input graph, and hence have trouble scaling to large graphs. Sparse attention variants such as Exphormer can he
Externí odkaz:
http://arxiv.org/abs/2411.16278
We propose a diffusion model-based approach, FloAtControlNet to generate cinemagraphs composed of animations of human clothing. We focus on human clothing like dresses, skirts and pants. The input to our model is a text prompt depicting the type of c
Externí odkaz:
http://arxiv.org/abs/2411.15028
Autor:
Goyal, Sahil, Mahajan, Abhinav, Mishra, Swasti, Udhayanan, Prateksha, Shukla, Tripti, Joseph, K J, Srinivasan, Balaji Vasan
Graphic designs are an effective medium for visual communication. They range from greeting cards to corporate flyers and beyond. Off-late, machine learning techniques are able to generate such designs, which accelerates the rate of content production
Externí odkaz:
http://arxiv.org/abs/2411.14959
Autor:
Shirzad, Hamed, Lin, Honghao, Velingker, Ameya, Venkatachalam, Balaji, Woodruff, David, Sutherland, Danica
Transductive tasks on graphs differ fundamentally from typical supervised machine learning tasks, as the independent and identically distributed (i.i.d.) assumption does not hold among samples. Instead, all train/test/validation samples are present d
Externí odkaz:
http://arxiv.org/abs/2411.13028
We consider the problem of conditional text-to-image synthesis with diffusion models. Most recent works need to either finetune specific parts of the base diffusion model or introduce new trainable parameters, leading to deployment inflexibility due
Externí odkaz:
http://arxiv.org/abs/2411.10800
Autor:
NVIDIA, Atzmon, Yuval, Bala, Maciej, Balaji, Yogesh, Cai, Tiffany, Cui, Yin, Fan, Jiaojiao, Ge, Yunhao, Gururani, Siddharth, Huffman, Jacob, Isaac, Ronald, Jannaty, Pooya, Karras, Tero, Lam, Grace, Lewis, J. P., Licata, Aaron, Lin, Yen-Chen, Liu, Ming-Yu, Ma, Qianli, Mallya, Arun, Martino-Tarr, Ashlee, Mendez, Doug, Nah, Seungjun, Pruett, Chris, Reda, Fitsum, Song, Jiaming, Wang, Ting-Chun, Wei, Fangyin, Zeng, Xiaohui, Zeng, Yu, Zhang, Qinsheng
We introduce Edify Image, a family of diffusion models capable of generating photorealistic image content with pixel-perfect accuracy. Edify Image utilizes cascaded pixel-space diffusion models trained using a novel Laplacian diffusion process, in wh
Externí odkaz:
http://arxiv.org/abs/2411.07126
Autor:
Joshi, Ishika, Shahid, Simra, Venneti, Shreeya, Vasu, Manushree, Zheng, Yantao, Li, Yunyao, Krishnamurthy, Balaji, Chan, Gromit Yeuk-Yin
Ensuring large language models' (LLMs) responses align with prompt instructions is crucial for application development. Based on our formative study with industry professionals, the alignment requires heavy human involvement and tedious trial-and-err
Externí odkaz:
http://arxiv.org/abs/2411.06099
Autor:
Ingole, Balaji Shesharao, Ramineni, Vishnu, Pulipeta, Nikhil Kumar, Kathiriya, Manoj Jayntilal, Krishnappa, Manjunatha Sughaturu, Jayaram, Vivekananda
Publikováno v:
European Journal of Computer Science and Information Technology,12 (6),35-45, 2024 Print ISSN: 2054-0957 (Print)
The synchronic and diachronic study of the evolution of Artificial Intelligence (AI) unveils one prominent fact that its effect can be traced in almost all fields such as healthcare industry. The growth is perceived holistically in software, hardware
Externí odkaz:
http://arxiv.org/abs/2411.16691