FiLM: Visual Reasoning with a General Conditioning Layer

22 September 2017

Aaron Courville

Papers citing "FiLM: Visual Reasoning with a General Conditioning Layer"

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Title
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models Hanzhi Yin Gang Cheng Christian J. Steinmetz Ruibin Yuan Richard M. Stern Roger B. Dannenberg 32 6 0 24 Mar 2024
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GeRM: A Generalist Robotic Model with Mixture-of-experts for Quadruped Robot Wenxuan Song Han Zhao Pengxiang Ding Can Cui Shangke Lyu Yaning Fan Donglin Wang OffRL 35 11 0 20 Mar 2024
HyperFusion: A Hypernetwork Approach to Multimodal Integration of Tabular and Medical Imaging Data for Predictive Modeling Daniel Duenias Brennan Nichyporuk Tal Arbel Tammy Riklin-Raviv 42 3 0 20 Mar 2024
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models Elaine Sui Xiaohan Wang Serena Yeung-Levy VLM 30 5 0 19 Mar 2024
Vid2Robot: End-to-end Video-conditioned Policy Learning with Cross-Attention Transformers Vidhi Jain Maria Attarian Nikhil J. Joshi Ayzaan Wahid Danny Driess ... Stefan Welker Christine Chan Igor Gilitschenski Yonatan Bisk Debidatta Dwibedi 68 29 0 19 Mar 2024
Graph Neural Networks for Learning Equivariant Representations of Neural Networks Miltiadis Kofinas Boris Knyazev Yan Zhang Yunlu Chen Gertjan J. Burghouts E. Gavves Cees G. M. Snoek David W. Zhang 46 29 0 18 Mar 2024
Efficient Trajectory Forecasting and Generation with Conditional Flow Matching Sean Ye Matthew C. Gombolay 43 2 0 16 Mar 2024
Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives Ronghui Li YuXiang Zhang Yachao Zhang Hongwen Zhang Jie Guo Yan Zhang Yebin Liu Xiu Li DiffM 49 28 0 15 Mar 2024
PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation Yizhe Xiong Hui Chen Tianxiang Hao Zijia Lin Jungong Han Yuesong Zhang Guoxin Wang Yongjun Bao Guiguang Ding 51 17 0 14 Mar 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts Shengzhuang Chen Jihoon Tack Yunqiao Yang Yee Whye Teh Jonathan Richard Schwarz Ying Wei MoE 43 1 0 13 Mar 2024
NaturalVLM: Leveraging Fine-grained Natural Language for Affordance-Guided Visual Manipulation Ran Xu Yan Shen Xiaoqi Li Ruihai Wu Hao Dong LM&Ro 30 9 0 13 Mar 2024
Semantic Residual Prompts for Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini E. Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL VLM 43 9 0 11 Mar 2024
ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment Xiwei Hu Rui Wang Yixiao Fang Bin-Bin Fu Pei Cheng Gang Yu VLM 59 72 0 08 Mar 2024
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning Rashindrie Perera Saman K. Halgamuge 48 2 0 07 Mar 2024
Online Adaptation of Language Models with a Memory of Amortized Contexts Jihoon Tack Jaehyung Kim Eric Mitchell Jinwoo Shin Yee Whye Teh Jonathan Richard Schwarz KELM 50 18 0 07 Mar 2024
DNAct: Diffusion Guided Multi-Task 3D Policy Learning Ge Yan Yueh-hua Wu Xiaolong Wang VGen 37 20 0 07 Mar 2024
RT-Sketch: Goal-Conditioned Imitation Learning from Hand-Drawn Sketches Priya Sundaresan Q. Vuong Jiayuan Gu Peng Xu Ted Xiao ... Ajinkya Jain Karol Hausman Dorsa Sadigh Jeannette Bohg S. Schaal VGen 37 26 0 05 Mar 2024
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning Kuan-Hsun Ho J. Hung Berlin Chen 42 0 0 04 Mar 2024
PEM: Prototype-based Efficient MaskFormer for Image Segmentation Niccolò Cavagnero Gabriele Rosi Claudia Cuttano Francesca Pistilli Marco Ciccone Giuseppe Averta Fabio Cermelli 54 21 0 29 Feb 2024
Boosting Neural Representations for Videos with a Conditional Decoder Xinjie Zhang Ren Yang Dailan He Xingtong Ge Tongda Xu Yan Wang Hongwei Qin Jun Zhang 38 15 0 28 Feb 2024
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization Yoshiki Masuyama G. Wichern François Germain Zexu Pan Sameer Khurana Chiori Hori Jonathan Le Roux 49 3 0 27 Feb 2024
TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation Zongying Lin Hao Li Liuzhenghao Lv Lin Bin Junwu Zhang Calvin Yu-Chian Chwn Li Yuan Tian Yonghong 31 3 0 27 Feb 2024
Achievable Fairness on Your Data With Utility Guarantees Muhammad Faaiz Taufiq Jean-François Ton Yang Liu 29 1 0 27 Feb 2024
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding Benjamin Bergner Andrii Skliar Amelie Royer Tijmen Blankevoort Yuki Markus Asano B. Bejnordi 58 5 0 26 Feb 2024
Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings R. Rikhye Aaron Loh G. Hong Preeti Singh M. A. Smith ... P. Bui Yuan Liu Yun-Hui Liu Justin M. Ko Steven Lin 27 1 0 23 Feb 2024
Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models Shunyu Liu Jie Zhou Qunxi Zhu Qin Chen Qingchun Bai Junhua Xiao Liang He 24 2 0 23 Feb 2024
Daisy-TTS: Simulating Wider Spectrum of Emotions via Prosody Embedding Decomposition Rendi Chevi Alham Fikri Aji 25 2 0 22 Feb 2024
ISCUTE: Instance Segmentation of Cables Using Text Embedding Shir Kozlovsky O. Joglekar Dotan Di Castro 32 2 0 19 Feb 2024
3D Diffuser Actor: Policy Diffusion with 3D Scene Representations Tsung-Wei Ke N. Gkanatsios Katerina Fragkiadaki VGen 39 108 0 16 Feb 2024
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control Ruijie Zheng Ching-An Cheng Hal Daumé Furong Huang Andrey Kolobov 33 9 0 16 Feb 2024
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction Xueqi Guo Luyao Shi Xiongchao Chen Qiong Liu Bo Zhou ... Albert J Sinusas Lawrence H. Staib Bruce Spottiswoode Chi Liu Nicha Dvornek MedIm 24 1 0 14 Feb 2024
Learning by Watching: A Review of Video-based Learning Approaches for Robot Manipulation Chrisantus Eze Christopher Crick SSL 82 12 0 11 Feb 2024
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng Yongyuan Liang Xiyao Wang Shuang Ma Hal Daumé Huazhe Xu John Langford Praveen Palanisamy Kalyan Shankar Basu Furong Huang 40 5 0 09 Feb 2024
Real-World Robot Applications of Foundation Models: A Review Kento Kawaharazuka T. Matsushima Andrew Gambardella Jiaxian Guo Chris Paxton Andy Zeng OffRL VLM LM&Ro 51 45 0 08 Feb 2024
Linearizing Models for Efficient yet Robust Private Inference Sreetama Sarkar Souvik Kundu P. Beerel AAML 13 0 0 08 Feb 2024
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions Kelsey Lieberman Shuai Yuan Swarna Kamlam Ravindran Carlo Tomasi 29 0 0 08 Feb 2024
NITO: Neural Implicit Fields for Resolution-free Topology Optimization A. Nobari Giorgio Giannone Lyle Regenwetter Faez Ahmed AI4CE 43 3 0 07 Feb 2024
Fast Timing-Conditioned Latent Audio Diffusion Zach Evans CJ Carr Josiah Taylor Scott H. Hawley Jordi Pons DiffM 82 102 0 07 Feb 2024
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior Chenguo Lin Yadong Mu 3DV 22 32 0 07 Feb 2024
Bidirectional Autoregressive Diffusion Model for Dance Generation Canyu Zhang Youbao Tang Ning Zhang Ruei-Sung Lin Mei Han Jing Xiao Song Wang 33 7 0 06 Feb 2024
Listen, Chat, and Edit: Text-Guided Soundscape Modification for Enhanced Auditory Experience Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani KELM 34 5 0 06 Feb 2024
CLIP Can Understand Depth Dunam Kim Seokju Lee VLM MDE 51 2 0 05 Feb 2024
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis Bernard Spiegl Andrea Perin Stéphane Deny Alexander Ilin DiffM 16 2 0 05 Feb 2024
Using Motion Cues to Supervise Single-Frame Body Pose and Shape Estimation in Low Data Regimes Andrey Davydov Alexey Sidnev A. Sanakoyeu Yuhua Chen Mathieu Salzmann Pascal Fua 3DH 26 0 0 05 Feb 2024
DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation Yuan Gao Haokun Chen Xiang Wang Zhicai Wang Xue Wang Jinyang Gao Bolin Ding 45 6 0 05 Feb 2024
Spatial-Temporal Activity-Informed Diarization and Separation Yicheng Hsu Ssuhan Chen Mingsian R. Bai 21 0 0 30 Jan 2024
GAPS: Geometry-Aware Problem Solver Jiaxin Zhang Yinghui Jiang Yashar Moshfeghi AIMat AI4CE 22 3 0 29 Jan 2024
Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes Raphael Lafargue Yassir Bendou Bastien Pasdeloup J. Diguet Ian Reid Vincent Gripon Jack Valmadre 39 0 0 29 Jan 2024
MResT: Multi-Resolution Sensing for Real-Time Control with Vision-Language Models Saumya Saxena Mohit Sharma Oliver Kroemer 34 4 0 25 Jan 2024