5/2/2023 0 Comments Papers with code![]() None of this is unpredictable based on many other examples in American history. Things were a bit more complex on the local level, but Council Chairman Phil Mendelson was blunt in accusing Bowser and other code revision opponents of engaging in similar “fearmongering.” Bowser’s appeals were aimed squarely at people in poorer neighborhoods actually impacted by gun violence and those in wealthier areas who are in virtually no danger, but who are more apt to feel a general anxiety about crime headlines (or to conflate visible evidence of poverty, particularly homelessness, with “crime,” writ large). On the national level, Republicans were not shy about implying that Biden and his allies were turning loose an army of criminals bent on despoiling quaint communities (you do not have to be particularly bright to detect the racial undertones here). (Certainly not the most ridiculous sign ever displayed in Congress, but LL might question the wisdom of referencing a decades-old board game in political communications these days.) It showed clearly that the criminal code debate was always about one thing: fear. Joni Ernst, a Republican from Iowa, gave the game away with the sign she displayed during her riveting speech Wednesday: “LIFE in Biden’s America” blared the headline, with “Leave the House” positioned above an outline of a corpse surrounded by caution tape. But it is awfully hard for LL to believe that much of the outrage over crime in the city stems from sincere concern about these people. There is crime in the city, of course, and statistics suggest there’s been a modest but meaningful increase in some types of crimes, largely concentrated in the same neighborhoods that have suffered from segregation and underinvestment for decades now. Yet Loose Lips is hard-pressed to find anyone on the national stage who had the courage to say so in fact, Senate Democrats, the White House, and even multiple writers at the Washington Post helped encourage this perception. is some unlivable hellscape that Congress must protect, an assertion that is so obviously untrue to anyone that has spent more than five minutes in the District that it is barely worth addressing. Witness one Republican senator after another claiming Wednesday that D.C. Mayor Muriel Bowser Credit: Darrow Montgomery/File Local critics like Mayor Muriel Bowser helped to sand off any nuance with her appeals to the fears of her constituents. (If anything, it would have made life easier for prosecutors in many respects by adding new categories of crime to the code-hardly the goal of prison abolitionists.) But the facts around the bill were never going to matter once it got swept into the binary world of national politics. Leave aside the specifics of the criminal code revision legislation, which was hardly the “open the jails” bill its opponents described. But it also reveals just how little has changed on the local and national levels when it comes to discussions of crime and policing. The resounding 81-14 vote to block revisions to D.C.’s criminal code (combined with President Joe Biden’s promise to sign the bill) is a blow to the District’s efforts to gain statehood and full self governance, to be sure. But in the wake of the Senate’s vote Wednesday, nearly three years after the racial justice protests of that summer, it’s hard to feel so hopeful. Furthermore, extensive qualitative analysis on the Gram matrices and heatmaps by Grad-CAM are presented to validate the effectiveness of our method.All manner of things seemed possible in 2020, up to and including the end of humankind, but at least one of those changes looked positive: The politics of crime and punishment might finally be shifting in this country. Experiments on two medical image datasets (i.e., ISIC 2018 challenge and ChestX-ray14) show that our method outperforms state-of-the-art SSL methods. At the temporal level, we consider the consistency of the structural similarity in different training iterations by digging out the stable sub-structures in a relation graph. At the spatial level, our framework explicitly enforces the consistency of structural similarity among different samples under perturbations. This gram matrix captures the structural similarity among the representations of different training samples. Specifically, a gram matrix is derived to combine the spatial structure consistency and temporal structure consistency together. ![]() To fully exploit the easily available unlabeled data, we propose a novel Spatio-Temporal Structure Consistent (STSC) learning framework. However, fewer labeled images are available due to significantly expensive cost for annotating data by experts. ![]() Intelligent medical diagnosis has shown remarkable progress based on the large-scale datasets with precise annotations. ![]()
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