14.5.10.8.14 Implicit Neural Networks, Implicit Neural Representation

Chapter Contents (Back)
Implicit Neural Networks. Explanable. Implicit Representation.
See also Neural Architecture, Network Structure.

Kolouri, S.[Soheil], Abbasi, A.[Ali], Koohpayegani, S.A.[Soroush Abbasi], Nooralinejad, P.[Parsa], Pirsiavash, H.[Hamed],
Multi-Agent Lifelong Implicit Neural Learning,
SPLetters(30), 2023, pp. 1812-1816.
IEEE DOI 2312
BibRef


Shin, S.J.[Seung-Jun], Kim, S.[Suji], Oh, D.[Dokwan],
Efficient Neural Video Representation with Temporally Coherent Modulation,
ECCV24(LXXIV: 179-195).
Springer DOI 2412
BibRef

Chen, H.[Hao], Xie, S.[Saining], Lim, S.N.[Ser-Nam], Shrivastava, A.[Abhinav],
Fast Encoding and Decoding for Implicit Video Representation,
ECCV24(XXXIX: 402-418).
Springer DOI 2412
BibRef

Maiya, S.R.[Shishira R.], Gupta, A.[Anubhav], Gwilliam, M.[Matthew], Ehrlich, M.[Max], Shrivastava, A.[Abhinav],
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics,
ECCV24(XV: 285-302).
Springer DOI 2412
Implicit Neural Networks. BibRef

Zhang, S.Y.[Shu-Yi], Liu, K.[Ke], Gu, J.J.[Jing-Jun], Cai, X.X.[Xiao-Xu], Wang, Z.H.[Zhi-Hua], Bu, J.J.[Jia-Jun], Wang, H.[Haishuai],
Attention Beats Linear for Fast Implicit Neural Representation Generation,
ECCV24(LIII: 1-18).
Springer DOI 2412
BibRef

Padmanabhan, N.[Namitha], Gwilliam, M.[Matthew], Kumar, P.[Pulkit], Maiya, S.R.[Shishira R], Ehrlich, M.[Max], Shrivastava, A.[Abhinav],
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing Their Contributions,
CVPR24(10957-10967)
IEEE DOI 2410
Visualization, Image color analysis, Image edge detection, Neurons, Semantics, Superresolution, Neural networks, XINC BibRef

Gordon, C.[Cameron], MacDonald, L.E.[Lachlan E.], Saratchandran, H.[Hemanth], Lucey, S.[Simon],
D'OH: Decoder-only Random Hypernetworks for Implicit Neural Representations,
ACCV24(VII: 128-147).
Springer DOI 2412
BibRef

Wu, T.H.[Tian-Hao], Zheng, C.X.[Chuan-Xia], Wu, Q.Y.[Qian-Yi], Cham, T.J.[Tat-Jen],
Clusteringsdf: Self-organized Neural Implicit Surfaces for 3d Decomposition,
ECCV24(LVII: 255-272).
Springer DOI 2412
BibRef

Shen, B.[Bokui], Yan, X.C.[Xin-Chen], Qi, C.R.[Charles R.], Najibi, M.[Mahyar], Deng, B.Y.[Bo-Yang], Guibas, L.J.[Leonidas J.], Zhou, Y.[Yin], Anguelov, D.[Dragomir],
GINA-3D: Learning to Generate Implicit Neural Assets in the Wild,
CVPR23(4913-4926)
IEEE DOI 2309
BibRef

Gordon, C.[Cameron], Chng, S.F.[Shin-Fang], MacDonald, L.[Lachlan], Lucey, S.[Simon],
On Quantizing Implicit Neural Representations,
WACV23(341-350)
IEEE DOI 2302
Training, Quantization (signal), Image coding, Computational modeling, Neural networks BibRef

Höfer, T.[Timon], Zell, A.[Andreas],
Automatic Adjustment of Fourier Embedding Parametrizations for Implicit Neural Representations,
ICPR22(2307-2313)
IEEE DOI 2212
Multilayer perceptrons, Iterative methods, Task analysis BibRef

Benbarka, N.[Nuri], Höfer, T.[Timon], Riaz, H.U.M.[Hamd Ul-Moqeet], Zell, A.[Andreas],
Seeing Implicit Neural Representations as Fourier Series,
WACV22(2283-2292)
IEEE DOI 2202
Training, Interpolation, Neural networks, Lattices, Multilayer perceptrons, Fourier series, 3D Computer Vision Implict neural representation BibRef

Kim, C.[Chiheon], Lee, D.[Doyup], Kim, S.[Saehoon], Cho, M.[Minsu], Han, W.S.[Wook-Shin],
Generalizable Implicit Neural Representations via Instance Pattern Composers,
CVPR23(11808-11817)
IEEE DOI 2309
BibRef

Yuan, W.T.[Wen-Tao], Zhu, Q.T.[Qing-Tian], Liu, X.Y.[Xiang-Yue], Ding, Y.K.[Yi-Kang], Zhang, H.T.[Hao-Tian], Zhang, C.[Chi],
Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives,
ECCV22(XV:72-88).
Springer DOI 2211

WWW Link. BibRef

Fan, Z.W.[Zhi-Wen], Jiang, Y.F.[Yi-Fan], Wang, P.H.[Pei-Hao], Gong, X.Y.[Xin-Yu], Xu, D.[Dejia], Wang, Z.Y.[Zhang-Yang],
Unified Implicit Neural Stylization,
ECCV22(XV:636-654).
Springer DOI 2211
BibRef

Chen, Y.[Yinbo], Wang, X.L.[Xiao-Long],
Transformers as Meta-learners for Implicit Neural Representations,
ECCV22(XVII:170-187).
Springer DOI 2211
BibRef

Saragadam, V.[Vishwanath], Tan, J.[Jasper], Balakrishnan, G.[Guha], Baraniuk, R.G.[Richard G.], Veeraraghavan, A.[Ashok],
MINER: Multiscale Implicit Neural Representation,
ECCV22(XXIII:318-333).
Springer DOI 2211
BibRef

Strümpler, Y.[Yannick], Postels, J.[Janis], Yang, R.[Ren], Van Gool, L.J.[Luc J.], Tombari, F.[Federico],
Implicit Neural Representations for Image Compression,
ECCV22(XXVI:74-91).
Springer DOI 2211
BibRef

Kohli, A.P.S., Sitzmann, V., Wetzstein, G.,
Semantic Implicit Neural Scene Representations With Semi-Supervised Training,
3DV20(423-433)
IEEE DOI 2102
Semantics, Geometry, Image segmentation, Task analysis, Multi modal Representations BibRef

Chapter on Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms continues in
Convolutional Neural Networks for Object Detection and Segmentation .


Last update:Mar 17, 2025 at 20:02:03