Search Results - decoding (algorithm OR algorithmsssic)

DAGER: Exact Gradient Inversion for Large Language Models by Petrov, Ivo, Dimitrov, Dimitar I., Baader, Maximilian, Müller, Mark Niklas, Vechev, Martin

Table of Contents: “…, the first algorithm to recover whole batches of input text exactly. DAGER leverages the low-rank structure…”
Get full text

Offline Regularised Reinforcement Learning for Large Language Models Alignment by Richemond, Pierre Harvey, Tang, Yunhao, Guo, Daniel, Calandriello, Daniele, Azar, Mohammad Gheshlaghi, Rafailov, Rafael, Pires, Bernardo Avila, Tarassov, Eugene, Spangher, Lucas, Ellsworth, Will, Severyn, Aliaksei, Mallinson, Jonathan, Shani, Lior, Shamir, Gil, Joshi, Rishabh, Liu, Tianqi, Munos, Remi, Piot, Bilal

Table of Contents: “… algorithms that do not require pairwise preferences. DRO uses a simple mean-squared objective that can…”
Get full text

LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection by Xu, Jiahua, Zuo, Si, Wei, Chenfeng, Zhou, Wei

Table of Contents: “… remarkable performance gains in comparison to conventional algorithms. However, the segmentation…”
Get full text

Towards Continuous Reuse of Graph Models via Holistic Memory Diversification by Qiao, Ziyue, Xiao, Junren, Sun, Qingqiang, Xiao, Meng, Luo, Xiao, Xiong, Hui

Table of Contents: “… an efficient greedy algorithm for sampling representative training nodes from graphs into memory buffers after…”
Get full text

Convex-hull Estimation using XPSNR for Versatile Video Coding by Menon, Vignesh V, Helmrich, Christian R., Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table of Contents: “… by an encoding time reduction of 44.43% and a decoding time reduction of 65.46%. This shift towards XPSNR as a…”
Get full text

Polar-Coded Tensor-Based Unsourced Random Access with Soft Decoding by Fang, Jiaqi, Liang, Yan, Sun, Gangle, Hou, Hongwei, Wang, Yafei, You, Li, Wang, Wenjin

Table of Contents: “… numer of active devices. However, current TURA scheme lacks the soft decoder, thus precluding…”
Get full text

CPT: Consistent Proxy Tuning for Black-box Optimization by He, Yuanyang, Huang, Zitong, Xu, Xinxing, Goh, Rick Siow Mong, Khan, Salman, Zuo, Wangmeng, Liu, Yong, Feng, Chun-Mei

Table of Contents: “… only as a decoding-time algorithm, leading to an inconsistency between training and testing which…”
Get full text

Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints by Wu, Yuxuan, Wang, Ziyu, Raj, Bhiksha, Xia, Gus

Table of Contents: “… representations from sequences of observations. Unlike most disentanglement algorithms that rely on domain…”
Get full text

On the Efficacy of Surface Codes in Compensating for Radiation Events in Superconducting Devices by Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Table of Contents: “… of technological advancements to the qubit's stability is saturating, algorithmic solutions, such as quantum error…”
Get full text

Neural-based Video Compression on Solar Dynamics Observatory Images by Khoshkhahtinat, Atefeh, Zafari, Ali, Mehta, Piyush M., Nasrabadi, Nasser M., Thompson, Barbara J., Kirk, Michael S. F., da Silva, Daniel

Table of Contents: “… of the entropy decoding step. The entropy model leverages a channel-dependent approach and utilizes checkerboard…”
Get full text

Integrated Intention Prediction and Decision-Making with Spectrum Attention Net and Proximal Policy Optimization by Zhou, Xiao, Meng, Chengzhen, Liu, Wenru, Peng, Zengqi, Liu, Ming, Ma, Jun

Table of Contents: “… as the predicted intentions are not decoded to trajectories in the executing process. Furthermore, the proximal…”
Get full text

MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling by Edwards, Drew, Riley, Xavier, Sarmento, Pedro, Dixon, Simon

Table of Contents: “… learning solution to symbolic guitar tablature estimation. We train an encoder-decoder Transformer model…”
Get full text

Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach by Li, Zhiwei, Long, Guodong, Zhou, Tianyi, Jiang, Jing, Zhang, Chengqi

Table of Contents: “… distributed Collaborative Filtering (CF) algorithms with privacy-preserving mechanisms, and then preserve…”
Get full text

An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing by Yue, Xinlang, Liu, Yiran, Shi, Fangzhou, Luo, Sihong, Zhong, Chen, Lu, Min, Xu, Zhe

Table of Contents: “… solutions mainly follow a two-stage pattern that incorporate heuristic or learning-based algorithms…”
Get full text

SplatLoc: 3D Gaussian Splatting-based Visual Localization for Augmented Reality by Zhai, Hongjia, Zhang, Xiyu, Zhao, Boming, Li, Hai, He, Yijia, Cui, Zhaopeng, Bao, Hujun, Zhang, Guofeng

Table of Contents: “… estimation, we develop an unbiased 3D scene-specific descriptor decoder for Gaussian primitives, distilled…”
Get full text

Large Language Models can be Strong Self-Detoxifiers by Ko, Ching-Yun, Chen, Pin-Yu, Das, Payel, Mroueh, Youssef, Dan, Soham, Kollias, Georgios, Chaudhury, Subhajit, Pedapati, Tejaswini, Daniel, Luca

Table of Contents: “… lightweight controlled decoding algorithm for toxicity reduction of LLMs. SASA leverages the contextual…”
Get full text

Graph Network Surrogate Model for Optimizing the Placement of Horizontal Injection Wells for CO2 Storage by Tang, Haoyu, Durlofsky, Louis J.

Table of Contents: “… an encoding-processing-decoding framework where the problem is represented in terms of computational graphs…”
Get full text

Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks by Wang, Chaojie, Liu, Xinyang, Wang, Dongsheng, Zhang, Hao, Chen, Bo, Zhou, Mingyuan

Table of Contents: “… relationships at multiple semantic levels. Then, taking GPGBN as the decoder, we combine it with various Weibull…”
Get full text

Minimum Entropy Coupling with Bottleneck by Ebrahimi, M. Reza, Chen, Jun, Khisti, Ashish

Table of Contents: “…) for the encoder, and Minimum Entropy Coupling (MEC) for the decoder. Through extensive analysis, we provide a…”
Get full text

GraphXForm: Graph transformer for computer-aided molecular design by Pirnay, Jonathan, Rittig, Jan G., Wolf, Alexander B., Grohe, Martin, Burger, Jakob, Mitsos, Alexander, Grimm, Dominik G.

Table of Contents: “… of structural constraints. We present GraphXForm, a decoder-only graph transformer architecture, which…”
Get full text