Zero-shot inference is a powerful paradigm that enables the use of large pretrained models for downstream classification tasks without further training. However, these models are vulnerable to inherited biases that can impact their performance. The t...
Few-shot crosslingual transfer has been shown to outperform its zero-shot counterpart with pretrained encoders like multilingual BERT. Despite its growing popularity, little to no attention has been paid to standardizing and analyzing the design of f...
Few-shot classification is the task of predicting the category of an example from a set of few labeled examples. The number of labeled examples per category is called the number of shots (or shot number). Recent works tackle this task through meta-le...
Shotsplit detects video cuts by comparing difference hashes of consecutive frames (⭐ 6)
There's a good amount of literature on shot boundary detection, and there's a multitude of techniques that work successfully for hard-cuts, and more modern techniques like neural networks for fades/dissolves, wipes, etc. In this repository, I survey and implement/use tools to det…
A one-shot film (also known as a one-take film, single-take film, or continuous shot feature film) is a full-length movie filmed in one long take by a
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3D Printable / Arduino Powered Shot Timer (⭐ 14)
The few-shot learning ability of vision transformers (ViTs) is rarely investigated though heavily desired. In this work, we empirically find that with the same few-shot learning frameworks, \eg~Meta-Baseline, replacing the widely used CNN feature ext...
State Rep. Melissa Hortman and her husband were shot and killed. State Sen. John Hoffman and his wife were both shot multiple times and underwent surgery. # Articles that May Interest You | Submiss...
Low-shot object counting addresses estimating the number of previously unobserved objects in an image using only few or no annotated test-time exemplars. A considerable challenge for modern low-shot counters are dense regions with small objects. Whil...
Nov 22, 2024 · Filming 101: Types of Camera Shots and Angles What Are the Different Kinds of Camera Angles and Shots in Film? The variance of camera angles in filmmaking are used to help enhance …
Latent Couple extension (two shot diffusion port) (⭐ 735)
Cumshot - sometimes called come shot, facial, pop shot or money shot - a man ejaculating (shooting cum) onto either his partner's body - especially the tits, pussy, stomach, face or ass. On this page …
Code for the project investigating the effect of cumulative shots on expected goals (with Armando Licon) (⭐ 0)
phrase had entered American usage as slang for the cum shot in a pornographic film: that is, a shot of the male actor ejaculating outside his partner.
Extremely simple one-shot learning in Python (⭐ 180)
The "shot heard round the world" is a phrase that refers to the opening shot of the Battles of Lexington and Concord on April 19, 1775, which sparked
Large-scale pretrained vision-language models like CLIP have demonstrated remarkable zero-shot image classification capabilities across diverse domains. To enhance CLIP's performance while preserving the zero-shot paradigm, various test-time prompt t...
Compositional Zero-Shot Learning (CZSL) aims to predict unknown compositions made up of attribute and object pairs. Predicting compositions unseen during training is a challenging task. We are exploring Open World Compositional Zero-Shot Learning (OW...